Zudi Lin, Donglai Wei, Won-Dong Jang, Siyan Zhou, Xupeng Chen, Xueying Wang, Richard Schalek, Daniel Berger, Brian Matejek, Lee Kamentsky, Adi Peleg, Daniel Haehn, Thouis Jones, Toufiq Parag, Jeff Lichtman, Hanspeter Pfister

[pdf]

[supplementary material]

[DOI]

Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images

Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy Mitra, Leonidas J. Guibas

[pdf]

[supplementary material]

[DOI]

6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference

Mai Bui, Tolga Birdal, Haowen Deng, Shadi Albarqouni, Leonidas Guibas, Slobodan Ilic, Nassir Navab

[pdf]

[supplementary material]

[DOI]

Modeling Artistic Workflows for Image Generation and Editing

Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim, Ming-Hsuan Yang

[pdf]

[supplementary material]

[DOI]

A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks

Sangpil Kim, Hyung-gun Chi, Xiao Hu, Qixing Huang, Karthik Ramani

[pdf]

[supplementary material]

[DOI]

Hidden Footprints: Learning Contextual Walkability from 3D Human Trails

Jin Sun, Hadar Averbuch-Elor, Qianqian Wang, Noah Snavely

[pdf]

[supplementary material]

[DOI]

Self-Supervised Learning of Audio-Visual Objects from Video

Triantafyllos Afouras, Andrew Owens, Joon Son Chung, Andrew Zisserman

[pdf]

[supplementary material]

[DOI]

GAN-based Garment Generation Using Sewing Pattern Images

Yu Shen, Junbang Liang, Ming C. Lin

[pdf]

[supplementary material]

[DOI]

Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach

Chaitanya Ahuja, Dong Won Lee, Yukiko I. Nakano, Louis-Philippe Morency

[pdf]

[supplementary material]

[DOI]

An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds

Rui Huang, Wanyue Zhang, Abhijit Kundu, Caroline Pantofaru, David A Ross, Thomas Funkhouser, Alireza Fathi

[pdf]

[supplementary material]

[DOI]

Monotonicity Prior for Cloud Tomography

Tamar Loeub, Aviad Levis, Vadim Holodovsky, Yoav Y. Schechner

[pdf]

[supplementary material]

[DOI]

Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention

Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas

[pdf]

[supplementary material]

[DOI]

Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval

Christopher Thomas, Adriana Kovashka

[pdf]

[DOI]

Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline

Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das

[pdf]

[supplementary material]

[DOI]

Learning to Generate Grounded Visual Captions without Localization Supervision

Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira

[pdf]

[supplementary material]

[DOI]

Neural Hair Rendering

Menglei Chai, Jian Ren, Sergey Tulyakov

[pdf]

[supplementary material]

[DOI]

JNR: Joint-based Neural Rig Representation for Compact 3D Face Modeling

Noranart Vesdapunt, Mitch Rundle, HsiangTao Wu, Baoyuan Wang

[pdf]

[supplementary material]

[DOI]

On Disentangling Spoof Trace for Generic Face Anti-Spoofing

Yaojie Liu, Joel Stehouwer, Xiaoming Liu

[pdf]

[supplementary material]

[DOI]

Streaming Object Detection for 3-D Point Clouds

Wei Han, Zhengdong Zhang, Benjamin Caine, Brandon Yang, Christoph Sprunk, Ouais Alsharif, Jiquan Ngiam, Vijay Vasudevan, Jonathon Shlens, Zhifeng Chen

[pdf]

[supplementary material]

[DOI]

NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

Yun-Chun Chen, Chen Gao, Esther Robb, Jia-Bin Huang

[pdf]

[supplementary material]

[DOI]

Learning to Learn in a Semi-Supervised Fashion

Yun-Chun Chen, Chao-Te Chou, Yu-Chiang Frank Wang

[pdf]

[supplementary material]

[DOI]

FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira

[pdf]

[supplementary material]

[DOI]

RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects

Bin Yang, Runsheng Guo, Ming Liang, Sergio Casas, Raquel Urtasun

[pdf]

[supplementary material]

[DOI]

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh

[pdf]

[supplementary material]

[DOI]

Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes

Chenhongyi Yang, Vitaly Ablavsky, Kaihong Wang, Qi Feng, Margrit Betke

[pdf]

[DOI]

Towards causal benchmarking of bias in face analysis algorithms

Guha Balakrishnan, Yuanjun Xiong, Wei Xia, Pietro Perona

[pdf]

[supplementary material]

[DOI]

Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation

Tong He, Dong Gong, Zhi Tian, Chunhua Shen

[pdf]

[supplementary material]

[DOI]

Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions

Noa Garcia, Yuta Nakashima

[pdf]

[supplementary material]

[DOI]

Transformation Consistency Regularization – A Semi-Supervised Paradigm for Image-to-Image Translation

Aamir Mustafa, Rafal K. Mantiuk

[pdf]

[supplementary material]

[DOI]

LIRA: Lifelong Image Restoration from Unknown Blended Distortions

Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu, Zhibo Chen

[pdf]

[supplementary material]

[DOI]

HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization

Jiahao Lin, Gim Hee Lee

[pdf]

[DOI]

SOLO: Segmenting Objects by Locations

Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li

[pdf]

[supplementary material]

[DOI]

Learning to See in the Dark with Events

Song Zhang, Yu Zhang, Zhe Jiang, Dongqing Zou, Jimmy Ren, Bin Zhou

[pdf]

[supplementary material]

[DOI]

Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data

Tim Salzmann, Boris Ivanovic, Punarjay Chakravarty, Marco Pavone

[pdf]

[supplementary material]

[DOI]

Context-Gated Convolution

Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang

[pdf]

[supplementary material]

[DOI]

Polynomial Regression Network for Variable-Number Lane Detection

Bingke Wang, Zilei Wang, Yixin Zhang

[pdf]

[supplementary material]

[DOI]

Structural Deep Metric Learning for Room Layout Estimation

Wenzhao Zheng, Jiwen Lu, Jie Zhou

[pdf]

[DOI]

Adaptive Task Sampling for Meta-Learning

Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang Kun Zhang, Steven C.H. Hoi

[pdf]

[supplementary material]

[DOI]

Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li

[pdf]

[DOI]

Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems

Kailai Zhou, Linsen Chen, Xun Cao

[pdf]

[supplementary material]

[DOI]

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman, Huchuan Lu

[pdf]

[supplementary material]

[DOI]

Online Ensemble Model Compression using Knowledge Distillation

Devesh Walawalkar, Zhiqiang Shen, Marios Savvides

[pdf]

[DOI]

Deep Learning-based Pupil Center Detection for Fast and Accurate Eye Tracking System

Kang Il Lee, Jung Ho Jeon, Byung Cheol Song

[pdf]

[supplementary material]

[DOI]

Efficient Residue Number System Based Winograd Convolution

Zhi-Gang Liu, Matthew Mattina

[pdf]

[supplementary material]

[DOI]

Robust Tracking against Adversarial Attacks

Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang

[pdf]

[supplementary material]

[DOI]

Single-Shot Neural Relighting and SVBRDF Estimation

Shen Sang, Manmohan Chandraker

[pdf]

[supplementary material]

[DOI]

Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement

Qiang Nie , Ziwei Liu , Yunhui Liu

[pdf]

[supplementary material]

[DOI]

Angle-based Search Space Shrinking for Neural Architecture Search

Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun

[pdf]

[supplementary material]

[DOI]

RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition

Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin, Hongbin Sun, Wayne Zhang

[pdf]

[supplementary material]

[DOI]

Towards Fast, Accurate and Stable 3D Dense Face Alignment

Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li

[pdf]

[supplementary material]

[DOI]

Iterative Feature Transformation for Fast and Versatile Universal Style Transfer

Tai-Yin Chiu, Danna Gurari

[pdf]

[supplementary material]

[DOI]

CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search

Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

[pdf]

[supplementary material]

[DOI]

Toward Faster and Simpler Matrix Normalization via Rank-1 Update

Tan Yu, Yunfeng Cai, Ping Li

[pdf]

[supplementary material]

[DOI]

Accurate Polarimetric BRDF for Real Polarization Scene Rendering

Yuhi Kondo, Taishi Ono, Legong Sun, Yasutaka Hirasawa, Jun Murayama

[pdf]

[supplementary material]

[DOI]

Lensless Imaging with Focusing Sparse URA Masks in Long-Wave Infrared and its Application for Human Detection

Ilya Reshetouski, Hideki Oyaizu, Kenichiro Nakamura, Ryuta Satoh, Suguru Ushiki, Ryuichi Tadano, Atsushi Ito, Jun Murayama

[pdf]

[supplementary material]

[DOI]

Topology-Preserving Class-Incremental Learning

Xiaoyu Tao, Xinyuan Chang, Xiaopeng Hong, Xing Wei, Yihong Gong

[pdf]

[DOI]

Inter-Image Communication for Weakly Supervised Localization

Xiaolin Zhang, Yunchao Wei, Yi Yang

[pdf]

[DOI]

UFO²: A Unified Framework towards Omni-supervised Object Detection

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Alexander G. Schwing, Jan Kautz

[pdf]

[supplementary material]

[DOI]

iCaps: An Interpretable Classifier via Disentangled Capsule Networks

Dahuin Jung, Jonghyun Lee, Jihun Yi, Sungroh Yoon

[pdf]

[supplementary material]

[DOI]

Detecting Natural Disasters, Damage, and Incidents in the Wild

Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba

[pdf]

[supplementary material]

[DOI]

Dynamic ReLU

Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

[pdf]

[supplementary material]

[DOI]

Acquiring Dynamic Light Fields through Coded Aperture Camera

Kohei Sakai, Keita Takahashi, Toshiaki Fujii, Hajime Nagahara

[pdf]

[supplementary material]

[DOI]

Gait Recognition from a Single Image using a Phase-Aware Gait Cycle Reconstruction Network

Chi Xu, Yasushi Makihara, Xiang Li, Yasushi Yagi, Jianfeng Lu

[pdf]

[supplementary material]

[DOI]

Informative Sample Mining Network for Multi-Domain Image-to-Image Translation

Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun

[pdf]

[supplementary material]

[DOI]

Spherical Feature Transform for Deep Metric Learning

Yuke Zhu, Yan Bai, Yichen Wei

[pdf]

[supplementary material]

[DOI]

Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang

[pdf]

[supplementary material]

[DOI]

Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes

Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu

[pdf]

[supplementary material]

[DOI]

Representation Sharing for Fast Object Detector Search and Beyond

Yujie Zhong, Zelu Deng, Sheng Guo, Matthew R. Scott, Weilin Huang

[pdf]

[supplementary material]

[DOI]

Peeking into occluded joints: A novel framework for crowd pose estimation

Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui

[pdf]

[supplementary material]

[DOI]

RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition

Linxi Fan, Shyamal Buch, Guanzhi Wang, Ryan Cao, Yuke Zhu, Juan Carlos Niebles, Li Fei-Fei

[pdf]

[supplementary material]

[DOI]

Deep Hashing with Active Pairwise Supervision

Ziwei Wang, Quan Zheng, Jiwen Lu, Jie Zhou

[pdf]

[supplementary material]

[DOI]

Graph Edit Distance Reward: Learning to Edit Scene Graph

Lichang Chen, Guosheng Lin, Shijie Wang, Qingyao Wu

[pdf]

[DOI]

Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing

Yajie Xing, Jingbo Wang, Gang Zeng

[pdf]

[supplementary material]

[DOI]

Feature-metric Loss for Self-supervised Learning of Depth and Egomotion

Chang Shu, Kun Yu, Zhixiang Duan, Kuiyuan Yang

[pdf]

[DOI]

Propagating Over Phrase Relations for One-Stage Visual Grounding

Sibei Yang, Guanbin Li, Yizhou Yu

[pdf]

[DOI]

Adversarial Semantic Data Augmentation for Human Pose Estimation

Yanrui Bin, Xuan Cao, Xinya Chen, Yanhao Ge, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Changxin Gao, Nong Sang

[pdf]

[DOI]

Free View Synthesis

Gernot Riegler, Vladlen Koltun

[pdf]

[supplementary material]

[DOI]

Face Anti-Spoofing via Disentangled Representation Learning

Ke-Yue Zhang, Taiping Yao, Jian Zhang, Ying Tai, Shouhong Ding, Jilin Li, Feiyue Huang, Haichuan Song, Lizhuang Ma

[pdf]

[supplementary material]

[DOI]

Prime-Aware Adaptive Distillation

Youcai Zhang, Zhonghao Lan, Yuchen Dai, Fangao Zeng, Yan Bai, Jie Chang, Yichen Wei

[pdf]

[DOI]

Meta-Learning with Network Pruning

Hongduan Tian, Bo Liu, Xiao-Tong Yuan, Qingshan Liu

[pdf]

[supplementary material]

[DOI]

Spiral Generative Network for Image Extrapolation

Dongsheng Guo, Hongzhi Liu, Haoru Zhao, Yunhao Cheng, Qingwei Song, Zhaorui Gu, Haiyong Zheng, Bing Zheng

[pdf]

[supplementary material]

[DOI]

SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches

Fang Liu, Changqing Zou, Xiaoming Deng, Ran Zuo, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang

[pdf]

[supplementary material]

[DOI]

Few-shot Compositional Font Generation with Dual Memory

Junbum Cha, Sanghyuk Chun, Gayoung Lee, Bado Lee, Seonghyeon Kim, Hwalsuk Lee

[pdf]

[supplementary material]

[DOI]

PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling

Yue Qian, Junhui Hou, Sam Kwong, Ying He

[pdf]

[supplementary material]

[DOI]

Handcrafted Outlier Detection Revisited

Luca Cavalli, Viktor Larsson, Martin Ralf Oswald, Torsten Sattler, Marc Pollefeys

[pdf]

[supplementary material]

[DOI]

The Average Mixing Kernel Signature

Luca Cosmo, Giorgia Minello, Michael Bronstein, Luca Rossi, Andrea Torsello

[pdf]

[supplementary material]

[DOI]

BCNet: Learning Body and Cloth Shape from A Single Image

Boyi Jiang, Juyong Zhang, Yang Hong, Jinhao Luo, Ligang Liu, Hujun Bao

[pdf]

[supplementary material]

[DOI]

Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos

Umer Rafi, Andreas Doering, Bastian Leibe, Juergen Gall

[pdf]

[supplementary material]

[DOI]

Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

Jingwen He, Chao Dong, Yu Qiao

[pdf]

[supplementary material]

[DOI]

Polysemy Deciphering Network for Human-Object Interaction Detection

Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao

[pdf]

[supplementary material]

[DOI]

PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning

Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle

[pdf]

[supplementary material]

[DOI]

Learning Graph-Convolutional Representations for Point Cloud Denoising

Francesca Pistilli, Giulia Fracastoro, Diego Valsesia, Enrico Magli

[pdf]

[DOI]

Semantic Line Detection Using Mirror Attention and Comparative Ranking and Matching

Dongkwon Jin, Jun-Tae Lee, Chang-Su Kim

[pdf]

[supplementary material]

[DOI]

A Differentiable Recurrent Surface for Asynchronous Event-Based Data

Marco Cannici, Marco Ciccone, Andrea Romanoni , Matteo Matteucci

[pdf]

[supplementary material]

[DOI]

Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches

Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Zhanyu Ma , Yi-Zhe Song, Jun Guo

[pdf]

[supplementary material]

[DOI]

LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation

Tak-Wai Hui, Chen Change Loy

[pdf]

[supplementary material]

[DOI]

Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters

Valeriya Pronina, Filippos Kokkinos, Dmitry V. Dylov, Stamatios Lefkimmiatis

[pdf]

[supplementary material]

[DOI]

ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language

Dave Zhenyu Chen, Angel X. Chang, Matthias Nießner

[pdf]

[supplementary material]

[DOI]

JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds

Zeyu Hu, Mingmin Zhen, Xuyang Bai, Hongbo Fu, Chiew-lan Tai

[pdf]

[supplementary material]

[DOI]

Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior

Hu Zhang, Linchao Zhu, Yi Zhu, Yi Yang

[pdf]

[supplementary material]

[DOI]

An Inference Algorithm for Multi-Label MRF-MAP Problems with Clique Size 100

Ishant Shanu, Siddhant Bharti, Chetan Arora, S. N. Maheshwari

[pdf]

[supplementary material]

[DOI]

Dual Refinement Underwater Object Detection Network

Baojie Fan, Wei Chen, Yang Cong, Jiandong Tian

[pdf]

[DOI]

Multiple Sound Sources Localization from Coarse to Fine

Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin

[pdf]

[supplementary material]

[DOI]

Task-Aware Quantization Network for JPEG Image Compression

Jinyoung Choi, Bohyung Han

[pdf]

[supplementary material]

[DOI]

Energy-Based Models for Deep Probabilistic Regression

Fredrik K. Gustafsson, Martin Danelljan, Goutam Bhat, Thomas B. Schön

[pdf]

[supplementary material]

[DOI]

CLOTH3D: Clothed 3D Humans

Hugo Bertiche, Meysam Madadi, Sergio Escalera

[pdf]

[supplementary material]

[DOI]

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images

Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao

[pdf]

[supplementary material]

[DOI]

CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers

Xingping Dong, Jianbing Shen, Ling Shao, Fatih Porikli

[pdf]

[DOI]

Occlusion-Aware Siamese Network for Human Pose Estimation

Lu Zhou, Yingying Chen, Yunze Gao, Jinqiao Wang, Hanqing Lu

[pdf]

[DOI]

Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model

Yufan Liu, Minglang Qiao, Mai Xu, Bing Li, Weiming Hu, Ali Borji

[pdf]

[supplementary material]

[DOI]

NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image

Lizhen Wang, Xiaochen Zhao, Tao Yu, Songtao Wang, Yebin Liu

[pdf]

[supplementary material]

[DOI]

Model-based occlusion disentanglement for image-to-image translation

Fabio Pizzati, Pietro Cerri, Raoul de Charette

[pdf]

[supplementary material]

[DOI]

Rotation-robust Intersection over Union for 3D Object Detection

Yu Zheng, Danyang Zhang, Sinan Xie, Jiwen Lu, Jie Zhou

[pdf]

[supplementary material]

[DOI]

New Threats against Object Detector with Non-local Block

Yi Huang, Fan Wang, Adams Wai-Kin Kong, Kwok-Yan Lam

[pdf]

[supplementary material]

[DOI]

Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation

Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

[pdf]

[supplementary material]

[DOI]

On the Usage of the Trifocal Tensor in Motion Segmentation

Federica Arrigoni, Luca Magri, Tomas Pajdla

[pdf]

[supplementary material]

[DOI]

3D-Rotation-Equivariant Quaternion Neural Networks

Wen Shen, Binbin Zhang, Shikun Huang, Zhihua Wei, Quanshi Zhang

[pdf]

[supplementary material]

[DOI]

InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image

Gyeongsik Moon, Shoou-I Yu, He Wen, Takaaki Shiratori, Kyoung Mu Lee

[pdf]

[supplementary material]

[DOI]

Active Crowd Counting with Limited Supervision

Zhen Zhao, Miaojing Shi, Xiaoxiao Zhao, Li Li

[pdf]

[supplementary material]

[DOI]

Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

Marvin Klingner, Jan-Aike Termhlen, Jonas Mikolajczyk, Tim Fingscheidt

[pdf]

[supplementary material]

[DOI]

Hierarchical Visual-Textual Graph for Temporal Activity Localization via Language

Shaoxiang Chen, Yu-Gang Jiang

[pdf]

[supplementary material]

[DOI]

Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On

Thibaut Issenhuth, Jérémie Mary, Clément Calauzènes

[pdf]

[supplementary material]

[DOI]

NODIS: Neural Ordinary Differential Scene Understanding

Yuren Cong, Hanno Ackermann, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn

[pdf]

[supplementary material]

[DOI]

AssembleNet++: Assembling Modality Representations via Attention Connections - Supplementary Material -

Michael S. Ryoo, AJ Piergiovanni, Juhana Kangaspunta, Anelia Angelova

[pdf]

[supplementary material]

[DOI]

Learning Propagation Rules for Attribution Map Generation

Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang

[pdf]

[supplementary material]

[DOI]

Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference

Menelaos Kanakis, David Bruggemann, Suman Saha, Stamatios Georgoulis , Anton Obukhov, Luc Van Gool

[pdf]

[supplementary material]

[DOI]

Learning Predictive Models from Observation and Interaction

Karl Schmeckpeper, Annie Xie, Oleh Rybkin, Stephen Tian, Kostas Daniilidis, Sergey Levine, Chelsea Finn

[pdf]

[supplementary material]

[DOI]

Unifying Deep Local and Global Features for Image Search

Bingyi Cao, André Araujo, Jack Sim

[pdf]

[supplementary material]

[DOI]

Human Body Model Fitting by Learned Gradient Descent

Jie Song, Xu Chen, Otmar Hilliges

[pdf]

[supplementary material]

[DOI]

DDGCN: A Dynamic Directed Graph Convolutional Network for Action Recognition

Matthew Korban, Xin Li

[pdf]

[supplementary material]

[DOI]

Learning latent representations across multiple data domains using Lifelong VAEGAN

Fei Ye, Adrian G. Bors

[pdf]

[supplementary material]

[DOI]

DVI: Depth Guided Video Inpainting for Autonomous Driving

Miao Liao, Feixiang Lu, Dingfu Zhou, Sibo Zhang, Wei Li, Ruigang Yang

[pdf]

[supplementary material]

[DOI]

Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation

Kenan E. Ak, Ning Xu, Zhe Lin, Yilin Wang

[pdf]

[supplementary material]

[DOI]

APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection

A. Braunegg, Amartya Chakraborty, Michael Krumdick, Nicole Lape, Sara Leary, Keith Manville, Elizabeth Merkhofer, Laura Strickhart, Matthew Walmer

[pdf]

[supplementary material]

[DOI]

Visual Question Answering on Image Sets

Ankan Bansal, Yuting Zhang, Rama Chellappa

[pdf]

[supplementary material]

[DOI]

Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots

Qi Chen, Lin Sun, Zhixin Wang, Kui Jia, Alan Yuille

[pdf]

[supplementary material]

[DOI]

Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations

Huaiyi Huang, Yuqi Zhang, Qingqiu Huang, Zhengkui Guo, Ziwei Liu, Dahua Lin

[pdf]

[supplementary material]

[DOI]

DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points

Ayan Sinha, Zak Murez, James Bartolozzi, Vijay Badrinarayanan, Andrew Rabinovich

[pdf]

[supplementary material]

[DOI]

Dynamic Low-light Imaging with Quanta Image Sensors

Yiheng Chi, Abhiram Gnanasambandam, Vladlen Koltun, Stanley H. Chan

[pdf]

[supplementary material]

[DOI]

Disambiguating Monocular Depth Estimation with a Single Transient

Mark Nishimura, David B. Lindell, Christopher Metzler, Gordon Wetzstein

[pdf]

[supplementary material]

[DOI]

DSDNet: Deep Structured self-Driving Network

Wenyuan Zeng, Shenlong Wang, Renjie Liao, Yun Chen, Bin Yang, Raquel Urtasun

[pdf]

[supplementary material]

[DOI]

QuEST: Quantized Embedding Space for Transferring Knowledge

Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, Matthieu Cord

[pdf]

[supplementary material]

[DOI]

EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis

Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li

[pdf]

[DOI]

Backpropagated Gradient Representations for Anomaly Detection

Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib

[pdf]

[supplementary material]

[DOI]

Dense RepPoints: Representing Visual Objects with Dense Point Sets

Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang Raquel Urtasun, Liwei Wang , Stephen Lin, Han Hu

[pdf]

[supplementary material]

[DOI]

On Dropping Clusters to Regularize Graph Convolutional Neural Networks

Xikun Zhang, Chang Xu, Dacheng Tao

[pdf]

[supplementary material]

[DOI]

Adaptive Video Highlight Detection by Learning from User History

Mrigank Rochan, Mahesh Kumar Krishna Reddy, Linwei Ye, Yang Wang

[pdf]

[DOI]

Improving 3D Object Detection through Progressive Population Based Augmentation

Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam, Yang Song, Benjamin Caine, Vijay Vasudevan, Congcong Li, Quoc V. Le, Jonathon Shlens, Dragomir Anguelov

[pdf]

[supplementary material]

[DOI]

DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction

Jiongchao Jin, Akshay Gadi Patil, Zhang Xiong, Hao Zhang

[pdf]

[supplementary material]

[DOI]

SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization

Xuefeng Hu, Zhihan Zhang, Zhenye Jiang, Syomantak Chaudhuri, Zhenheng Yang, Ram Nevatia

[pdf]

[supplementary material]

[DOI]

Adversarial Learning for Zero-shot Domain Adaptation

Jinghua Wang, Jianmin Jiang

[pdf]

[DOI]

YOLO in the Dark - Domain Adaptation Method for Merging Multiple Models -

Yukihiro Sasagawa, Hajime Nagahara

[pdf]

[DOI]

Identity-Aware Multi-Sentence Video Description

Jae Sung Park, Trevor Darrell, Anna Rohrbach

[pdf]

[supplementary material]

[DOI]

VQA-LOL: Visual Question Answering under the Lens of Logic

Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

[pdf]

[supplementary material]

[DOI]

Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation

Mengyao Zhai, Lei Chen, Jiawei He, Megha Nawhal, Frederick Tung, Greg Mori

[pdf]

[DOI]

TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering

Xiaofeng Yang, Guosheng Lin, Fengmao Lv, Fayao Liu

[pdf]

[DOI]

Mining Inter-Video Proposal Relations for Video Object Detection

Mingfei Han, Yali Wang, Xiaojun Chang, Yu Qiao

[pdf]

[supplementary material]

[DOI]

TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval

Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

[pdf]

[supplementary material]

[DOI]

Minimum Class Confusion for Versatile Domain Adaptation

Ying Jin, Ximei Wang, Mingsheng Long(), Jianmin Wang

[pdf]

[supplementary material]

[DOI]

Large Batch Optimization for Object Detection: Training COCO in 12 Minutes

Tong Wang, Yousong Zhu, Chaoyang Zhao, Wei Zeng, Yaowei Wang, Jinqiao Wang, Ming Tang

[pdf]

[DOI]

Towards Practical and Efficient High-Resolution HDR Deghosting with CNN

K. Ram Prabhakar, Susmit Agrawal, Durgesh Kumar Singh, Balraj Ashwath , R. Venkatesh Babu

[pdf]

[supplementary material]

[DOI]

Monocular Differentiable Rendering for Self-Supervised 3D Object Detection

Deniz Beker, Hiroharu Kato, Mihai Adrian Morariu, Takahiro Ando, Toru Matsuoka, Wadim Kehl, Adrien Gaidon

[pdf]

[supplementary material]

[DOI]

Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation

Meng Tian, Marcelo H Ang Jr, Gim Hee Lee

[pdf]

[supplementary material]

[DOI]

Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction

Chaofan Tao, Qinhong Jiang, Lixin Duan, Ping Luo

[pdf]

[supplementary material]

[DOI]

Image-based table recognition: data, model, and evaluation

Xu Zhong, Elaheh ShafieiBavani, Antonio Jimeno Yepes

[pdf]

[supplementary material]

[DOI]

Group Activity Prediction with Sequential Relational Anticipation Model

Junwen Chen, Wentao Bao,, Yu Kong

[pdf]

[DOI]

PiP: Planning-informed Trajectory Prediction for Autonomous Driving

Haoran Song, Wenchao Ding, Yuxuan Chen, Shaojie Shen, Michael Yu Wang, Qifeng Chen

[pdf]

[supplementary material]

[DOI]

PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Duo Li, Anbang Yao, Qifeng Chen

[pdf]

[supplementary material]

[DOI]

Hierarchical Context Embedding for Region-based Object Detection

Zhao-Min Chen, Xin Jin, Borui Zhao, Xiu-Shen Wei, Yanwen Guo

[pdf]

[supplementary material]

[DOI]

Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition

Jin Ye, Junjun He, Xiaojiang Peng, Wenhao Wu, Yu Qiao

[pdf]

[supplementary material]

[DOI]

Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection

Yuliang Guo, Guang Chen, Peitao Zhao, Weide Zhang, Jinghao Miao, Jingao Wang, Tae Eun Choe

[pdf]

[supplementary material]

[DOI]

Sparse-to-Dense Depth Completion Revisited: Sampling Strategy and Graph Construction

Xin Xiong, Haipeng Xiong, Ke Xian, Chen Zhao, Zhiguo Cao, Xin Li

[pdf]

[supplementary material]

[DOI]

MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face Generation

Kaisiyuan Wang Qianyi Wu Linsen Song Zhuoqian Yang Wayne Wu Chen Qian Ran He Yu Qiao Chen Change Loy

[pdf]

[supplementary material]

[DOI]

Detecting Human-Object Interactions with Action Co-occurrence Priors

Dong-Jin Kim Xiao Sun Jinsoo Choi Stephen Lin In So Kweon

[pdf]

[supplementary material]

[DOI]

Learning Connectivity of Neural Networks from a Topological Perspective

Kun Yuan, Quanquan Li, Jing Shao, Junjie Yan

[pdf]

[DOI]

JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal

Wei-Ting Chen, Hao-Yu Fang, Jian-Jiun Ding, Cheng-Che Tsai, Sy-Yen Kuo

[pdf]

[supplementary material]

[DOI]

Ocean: Object-aware Anchor-free Tracking

Zhipeng Zhang, Houwen Peng, Jianlong Fu Bing Li, Weiming Hu

[pdf]

[supplementary material]

[DOI]

Object Tracking using Spatio-Temporal Networks for Future Prediction Location

Yuan Liu, Ruoteng Li, Yu Cheng, Robby T. Tan, Xiubao Sui

[pdf]

[DOI]

Pillar-based Object Detection for Autonomous Driving

Yue Wang, Alireza Fathi, Abhijit Kundu, David A. Ross, Caroline Pantofaru, Tom Funkhouser, Justin Solomon

[pdf]

[supplementary material]

[DOI]

Sparse Adversarial Attack via Perturbation Factorization

Yanbo Fan, Baoyuan Wu, Tuanhui Li, Yong Zhang, Mingyang Li, Zhifeng Li, Yujiu Yang

[pdf]

[supplementary material]

[DOI]

3D Scene Reconstruction from a Single Viewport

Maximilian Denninger, Rudolph Triebel

[pdf]

[supplementary material]

[DOI]

Learning to Optimize Domain Specific Normalization for Domain Generalization

Seonguk Seo, Yumin Suh, Dongwan Kim, Geeho Kim, Jongwoo Han, Bohyung Han

[pdf]

[supplementary material]

[DOI]

Self-supervised Outdoor Scene Relighting

Ye Yu, Abhimitra Meka, Mohamed Elgharib, Hans-Peter Seidel, Christian Theobalt, William A. P. Smith

[pdf]

[supplementary material]

[DOI]

Privacy Preserving Visual SLAM

Mikiya Shibuya, Shinya Sumikura, Ken Sakurada

[pdf]

[supplementary material]

[DOI]

Leveraging Acoustic Images for Effective Self-Supervised Audio Representation Learning

Valentina Sanguineti, Pietro Morerio, Niccolò Pozzetti, Danilo Greco, Marco Cristani, Vittorio Murino

[pdf]

[supplementary material]

[DOI]

Learning Joint Visual Semantic Matching Embeddings for Language-guided Retrieval

Yanbei Chen, Loris Bazzani

[pdf]

[DOI]

Globally Optimal and Efficient Vanishing Point Estimation in Atlanta World

Haoang Li, Pyojin Kim, Ji Zhao, Kyungdon Joo, Zhipeng Cai, Zhe Liu , Yun-Hui Liu

[pdf]

[supplementary material]

[DOI]

StyleGAN2 Distillation for Feed-forward Image Manipulation

Yuri Viazovetskyi, Vladimir Ivashkin, Evgeny Kashin

[pdf]

[supplementary material]

[DOI]

Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds

Jinxian Liu, Minghui Yu, Bingbing Ni⁴, Ye Chen

[pdf]

[DOI]

Learning Disentangled Representations via Mutual Information Estimation

Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner

[pdf]

[supplementary material]

[DOI]

Challenge-Aware RGBT Tracking

Chenglong Li, Lei Liu, Andong Lu, Qing Ji, Jin Tang

[pdf]

[DOI]

Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration

Bruno Lecouat, Jean Ponce, Julien Mairal

[pdf]

[supplementary material]

[DOI]

AutoSimulate: (Quickly) Learning Synthetic Data Generation

Harkirat Singh Behl, Atilim Güneş Baydin, Ran Gal, Philip H.S. Torr, Vibhav Vineet

[pdf]

[supplementary material]

[DOI]

LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block

Xiaotong Luo, Yuan Xie, Yulun Zhang, Yanyun Qu, Cuihua Li, Yun Fu

[pdf]

[DOI]

Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation

M.Naseer Subhani, Mohsen Ali

[pdf]

[supplementary material]

[DOI]

Active Visual Information Gathering for Vision-Language Navigation

Hanqing Wang, Wenguan Wang, Tianmin Shu, Wei Liang, Jianbing Shen

[pdf]

[supplementary material]

[DOI]

Deep Hough-Transform Line Priors

Yancong Lin, Silvia L. Pintea, Jan C. van Gemert

[pdf]

[supplementary material]

[DOI]

Unsupervised Shape and Pose Disentanglement for 3D Meshes

Keyang Zhou, Bharat Lal Bhatnagar, Gerard Pons-Moll

[pdf]

[supplementary material]

[DOI]

CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection

Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee

[pdf]

[supplementary material]

[DOI]

Inclusive GAN: Improving Data and Minority Coverage in Generative Models

Ning Yu, Ke Li, Peng Zhou Jitendra Malik, Larry Davis, Mario Fritz

[pdf]

[supplementary material]

[DOI]

SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects

Evangelos Ntavelis, Andrés Romero, Iason Kastanis, Luc Van Gool, Radu Timofte

[pdf]

[supplementary material]

[DOI]

Dive Deeper Into Box for Object Detection

Ran Chen, Yong Liu, Mengdan Zhang, Shu Liu, Bei Yu, Yu-Wing Tai

[pdf]

[supplementary material]

[DOI]

PG-Net: Pixel to Global Matching Network for Visual Tracking

Bingyan Liao, Chenye Wang, Yayun Wang, Yaonong Wang, Jun Yin

[pdf]

[supplementary material]

[DOI]

Why Are Deep Representations Good Perceptual Quality Features?

Taimoor Tariq, Okan Tarhan Tursun, Munchurl Kim, Piotr Didyk

[pdf]

[supplementary material]

[DOI]

Geometric Estimation via Robust Subspace Recovery

Aoxiang Fan, Xingyu Jiang, Yang Wang, Junjun Jiang, Jiayi Ma

[pdf]

[DOI]

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao

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[supplementary material]

[DOI]

Human Correspondence Consensus for 3D Object Semantic Understanding

Yujing Lou, Yang You, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu

[pdf]

[supplementary material]

[DOI]

Learning Memory Augmented Cascading Network for Compressed Sensing of Images

Jiwei Chen, Yubao Sun, Qingshan Liu, Rui Huang

[pdf]

[DOI]

Least squares surface reconstruction on arbitrary domains

Dizhong Zhu, William A. P. Smith

[pdf]

[supplementary material]

[DOI]

Task-conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery

My Kieu, Andrew D. Bagdanov, Marco Bertini, Alberto del Bimbo

[pdf]

[DOI]

Improving the Transferability of Adversarial Examples with Resized-Diverse-Inputs, Diversity-Ensemble and Region Fitting

Junhua Zou, Zhisong Pan, Junyang Qiu, Xin Liu, Ting Rui, Wei Li

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[supplementary material]

[DOI]

DADA: Differentiable Automatic Data Augmentation

Yonggang Li, Guosheng Hu, Yongtao Wang, Timothy Hospedales, Neil M. Robertson, Yongxin Yang

[pdf]

[DOI]

SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans

Armen Avetisyan, Tatiana Khanova, Christopher Choy, Denver Dash, Angela Dai, Matthias Nießner

[pdf]

[supplementary material]

[DOI]

Kinship Identification through Joint Learning using Kinship Verification Ensembles

Wei Wang, Shaodi You, Theo Gevers

[pdf]

[supplementary material]

[DOI]

Kernelized Memory Network for Video Object Segmentation

Hongje Seong, Junhyuk Hyun, Euntai Kim

[pdf]

[supplementary material]

[DOI]

A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection

Xiaoqi Zhao, Lihe Zhang¹, Youwei Pang, Huchuan Lu, Lei Zhang

[pdf]

[DOI]

Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation

Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex Kot

[pdf]

[DOI]

Temporal Keypoint Matching and Refinement Network for Pose Estimation and Tracking

Chunluan Zhou Zhou Ren Gang Hua

[pdf]

[supplementary material]

[DOI]

Neural Point-Based Graphics

Kara-Ali Aliev, Artem Sevastopolsky, Maria Kolos, Dmitry Ulyanov, Victor Lempitsky

[pdf]

[supplementary material]

[DOI]

FHDe²Net: Full High Definition Demoireing Network

Bin He, Ce Wang, Boxin Shi, Ling-Yu Duan

[pdf]

[supplementary material]

[DOI]

Learning Structural Similarity of User Interface Layouts using Graph Networks

Dipu Manandhar, Dan Ruta, John Collomosse

[pdf]

[supplementary material]

[DOI]

NAS-Count: Counting-by-Density with Neural Architecture Search

Yutao Hu ¹, Xiaolong Jiang ², Xuhui Liu, Baochang Zhang, Jungong Han, Xianbin Cao ², David Doermann

[pdf]

[supplementary material]

[DOI]

Towards Generalization Across Depth for Monocular 3D Object Detection

Andrea Simonelli, Samuel Rota Buló, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder

[pdf]

[supplementary material]

[DOI]

Margin-Mix: Semi–Supervised Learning for Face Expression Recognition

Corneliu Florea, Mihai Badea, Laura Florea, Andrei Racoviteanu, Constantin Vertan

[pdf]

[supplementary material]

[DOI]

Principal Feature Visualisation in Convolutional Neural Networks

Marianne Bakken, Johannes Kvam, Alexey A. Stepanov, Asbjørn Berge

[pdf]

[supplementary material]

[DOI]

Progressive Refinement Network for Occluded Pedestrian Detection

Xiaolin Song Kaili Zhao Wen-Sheng Chu Honggang Zhang Jun Guo

[pdf]

[supplementary material]

[DOI]

Monocular Real-Time Volumetric Performance Capture

Ruilong Li, Yuliang Xiu, Shunsuke Saito, Zeng Huang, Kyle Olsewski, Hao Li

[pdf]

[supplementary material]

[DOI]

The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale

Christian Ertler, Jerneja Mislej, Tobias Ollmann, Lorenzo Porzi, Gerhard Neuhold, Yubin Kuang

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[supplementary material]

[DOI]

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, MingXiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren⁸, Weiting Huang⁸, Haifeng Sun⁸, Marek Hrúz⁹, Jakub Kanis⁹, Zdeněk Krňoul⁹, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Grégory Rogez, Vincent Lepetit, Tae-Kyun Kim

[pdf]

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[DOI]

Disentangling Multiple Features in Video Sequences using Gaussian Processes in Variational Autoencoders

Sarthak Bhagat, Shagun Uppal, Zhuyun Yin, Nengli Lim

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[supplementary material]

[DOI]

SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks

Van Nhan Nguyen, Sigurd Løkse, Kristoffer Wickstrøm, Michael Kampffmeyer, Davide Roverso, Robert Jenssen

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[supplementary material]

[DOI]

Kinematic 3D Object Detection in Monocular Video

Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele

[pdf]

[supplementary material]

[DOI]

Describing Unseen Videos via Multi-Modal Cooperative Dialog Agents

Ye Zhu, Yu Wu, Yi Yang, Yan Yan

[pdf]

[supplementary material]

[DOI]

SACA Net: Cybersickness Assessment of Individual Viewers for VR Content via Graph-based Symptom Relation Embedding

Sangmin Lee, Jung Uk Kim, Hak Gu Kim, Seongyeop Kim, Yong Man Ro

[pdf]

[supplementary material]

[DOI]

End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention

Ziyi Meng, Jiawei Ma, Xin Yuan

[pdf]

[supplementary material]

[DOI]

Know Your Surroundings: Exploiting Scene Information for Object Tracking

Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte

[pdf]

[supplementary material]

[DOI]

Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases

Ren Wang, Gaoyuan Zhang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong, Meng Wang

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[supplementary material]

[DOI]

Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images

Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Chang, Adam P. Harrison, Jing Xiao, Gregory D. Hager, Le Lu, Chien-Hung Liao, Shun Miao

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[DOI]

DeepLandscape: Adversarial Modeling of Landscape Videos

Elizaveta Logacheva, Roman Suvorov, Oleg Khomenko, Anton Mashikhin, Victor Lempitsky

[pdf]

[supplementary material]

[DOI]

GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images

Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

[pdf]

[supplementary material]

[DOI]

Spatial-Angular Interaction for Light Field Image Super-Resolution

Yingqian Wang, Longguang Wang, Jungang Yang, Wei An, Jingyi Yu, Yulan Guo

[pdf]

[supplementary material]

[DOI]

BATS: Binary ArchitecTure Search

Adrian Bulat, Brais Martinez, Georgios Tzimiropoulos

[pdf]

[supplementary material]

[DOI]

A Closer Look at Local Aggregation Operators in Point Cloud Analysis

Ze Liu(†), Han Hu, Yue Cao, Zheng Zhang, Xin Tong

[pdf]

[supplementary material]

[DOI]

Look here! A parametric learning based approach to redirect visual attention

Youssef A. Mejjati, Celso F. Gomez, Kwang In Kim, Eli Shechtman, Zoya Bylinskii

[pdf]

[supplementary material]

[DOI]

Variational Diffusion Autoencoders with Random Walk Sampling

Henry Li, Ofir Lindenbaum, Xiuyuan Cheng, Alexander Cloninger

[pdf]

[supplementary material]

[DOI]

Adaptive Variance Based Label Distribution Learning For Facial Age Estimation

Xin Wen, Biying Li, Haiyun Guo, Zhiwei Liu, Guosheng Hu, Ming Tang, Jinqiao Wang

[pdf]

[DOI]

Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency

Shasha Li, Shitong Zhu, Sudipta Paul, Amit Roy-Chowdhury, Chengyu Song, Srikanth Krishnamurthy, Ananthram Swami, Kevin S Chan

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[supplementary material]

[DOI]

Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations

Abbas Sadat, Sergio Casas, Mengye Ren, Xinyu Wu, Pranaab Dhawan, Raquel Urtasun

[pdf]

[supplementary material]

[DOI]

VarSR: Variational Super-Resolution Network for Very Low Resolution Images

Sangeek Hyun, Jae-Pil Heo

[pdf]

[supplementary material]

[DOI]

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

Ashwin Raju, Chi-Tung Cheng, Yuankai Huo, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHung Liao, Adam P. Harrison

[pdf]

[supplementary material]

[DOI]

Towards Recognizing Unseen Categories in Unseen Domains

Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo

[pdf]

[supplementary material]

[DOI]

Square Attack: a query-efficient black-box adversarial attack via random search

Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion, Matthias Hein

[pdf]

[supplementary material]

[DOI]

You Are Here: Geolocation by Embedding Maps and Images

Noe Samano, Mengjie Zhou, Andrew Calway

[pdf]

[supplementary material]

[DOI]

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation

Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz

[pdf]

[supplementary material]

[DOI]

From Image to Stability: Learning Dynamics from Human Pose

Jesse Scott, Bharadwaj Ravichandran, Christopher Funk, Robert T. Collins, Yanxi Liu

[pdf]

[supplementary material]

[DOI]

LevelSet R-CNN: A Deep Variational Method for Instance Segmentation

Namdar Homayounfar Yuwen Xiong Justin Liang Wei-Chiu Ma Raquel Urtasun {namdar,yuwen,justin.liang,weichiu,urtasun}@uber.com

[pdf]

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[DOI]

Efficient Scale-Permuted Backbone with Learned Resource Distribution

Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Yin Cui Mingxing Tan, Quoc Le, Xiaodan Song

[pdf]

[supplementary material]

[DOI]

Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning

Jian Gao, Yang Hua, Guosheng Hu, Chi Wang, Neil M. Robertson

[pdf]

[supplementary material]

[DOI]

Bridging Knowledge Graphs to Generate Scene Graphs

Alireza Zareian, Svebor Karaman, Shih-Fu Chang

[pdf]

[supplementary material]

[DOI]

Implicit Latent Variable Model for Scene-Consistent Motion Forecasting

Sergio Casas, Cole Gulino, Simon Suo, Katie Luo, Renjie Liao, Raquel Urtasun

[pdf]

[supplementary material]

[DOI]

Learning Visual Commonsense for Robust Scene Graph Generation

Alireza Zareian, Zhecan Wang, Haoxuan You, Shih-Fu Chang

[pdf]

[supplementary material]

[DOI]

MPCC: Matching Priors and Conditionals for Clustering

Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo Estévez

[pdf]

[supplementary material]

[DOI]

PointAR: Efficient Lighting Estimation for Mobile Augmented Reality

Yiqin Zhao, Tian Guo

[pdf]

[DOI]

Discrete Point Flow Networks for Efficient Point Cloud Generation

Roman Klokov, Edmond Boyer, Jakob Verbeek

[pdf]

[supplementary material]

[DOI]

Accelerating Deep Learning with Millions of Classes

Zhuoning Yuan, Zhishuai Guo, Xiaotian Yu, Xiaoyu Wang, Tianbao Yang

[pdf]

[supplementary material]

[DOI]

Password-conditioned Anonymization and Deanonymization with Face Identity Transformers

Xiuye Gu, Weixin Luo, Michael S. Ryoo, Yong Jae Lee

[pdf]

[supplementary material]

[DOI]

Inertial Safety from Structured Light

Sizhuo Ma, Mohit Gupta

[pdf]

[supplementary material]

[DOI]

PointTriNet: Learned Triangulation of 3D Point Sets

Nicholas Sharp, Maks Ovsjanikov

[pdf]

[supplementary material]

[DOI]

Toward Unsupervised, Multi-Object Discovery in Large-Scale Image Collections

Huy V. Vo, Patrick Pérez, Jean Ponce

[pdf]

[supplementary material]

[DOI]

Deep Novel View Synthesis from Colored 3D Point Clouds

Zhenbo Song, Wayne Chen, Dylan Campbell, Hongdong Li

[pdf]

[supplementary material]

[DOI]

Consensus-Aware Visual-Semantic Embedding for Image-Text Matching

Haoran Wang, Ying Zhang, Zhong Ji, Yanwei Pang, Lin Ma

[pdf]

[DOI]

Spatial Hierarchy Aware Residual Pyramid Network for Time-of-Flight Depth Denoising

Guanting Dong, Yueyi Zhang, Zhiwei Xiong

[pdf]

[supplementary material]

[DOI]

Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi

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[DOI]

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition

Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou

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[DOI]

Polarimetric Multi-View Inverse Rendering

Jinyu Zhao, Yusuke Monno, Masatoshi Okutomi

[pdf]

[supplementary material]

[DOI]

SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information

Jing Yu Koh, Duc Thanh Nguyen, Quang-Trung Truong, Sai-Kit Yeung, Alexander Binder

[pdf]

[supplementary material]

[DOI]

Improving Face Recognition by Clustering Unlabeled Faces in the Wild

Aruni RoyChowdhury, Xiang Yu, Kihyuk Sohn, Erik Learned-Miller, Manmohan Chandraker

[pdf]

[supplementary material]

[DOI]

NeuRoRA: Neural Robust Rotation Averaging

Pulak Purkait, Tat-Jun Chin, Ian Reid

[pdf]

[supplementary material]

[DOI]

SG-VAE: Scene Grammar Variational Autoencoder to generate new indoor scenes

Pulak Purkait, Christopher Zach, Ian Reid

[pdf]

[supplementary material]

[DOI]

Unsupervised Learning of Optical Flow with Deep Feature Similarity

Woobin Im, Tae-Kyun Kim, Sung-Eui Yoon

[pdf]

[DOI]

Blended Grammar Network for Human Parsing

Xiaomei Zhang, Yingying Chen, Bingke Zhu, Jinqiao Wang, Ming Tang

[pdf]

[DOI]

P²Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

Zehao Yu, Lei Jin, Shenghua Gao

[pdf]

[supplementary material]

[DOI]

Efficient Attention Mechanism for Visual Dialog that can Handle All the Interactions between Multiple Inputs

Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani

[pdf]

[supplementary material]

[DOI]

Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting

Xiyang Liu, Jie Yang, Wenrui Ding, Tieqiang Wang, Zhijin Wang, Junjun Xiong

[pdf]

[supplementary material]

[DOI]

BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging

Ziheng Cheng, Ruiying Lu, Zhengjue Wang, Hao Zhang, Bo Chen, Ziyi Meng, Xin Yuan

[pdf]

[supplementary material]

[DOI]

Ultra Fast Structure-aware Deep Lane Detection

Zequn Qin, Huanyu Wang, Xi Li

[pdf]

[supplementary material]

[DOI]

Cross-Identity Motion Transfer for Arbitrary Objects through Pose-Attentive Video Reassembling

Subin Jeon, Seonghyeon Nam, Seoung Wug Oh, Seon Joo Kim

[pdf]

[supplementary material]

[DOI]

Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN

Zhenwei He, Lei Zhang

[pdf]

[DOI]

Exclusivity-Consistency Regularized Knowledge Distillation for Face Recognition

Xiaobo Wang, Tianyu Fu, Shengcai Liao, Shuo Wang, Zhen Lei, Tao Mei

[pdf]

[DOI]

Learning Camera-Aware Noise Models

Ke-Chi Chang, Ren Wang, Hung-Jin Lin, Yu-Lun Liu, Chia-Ping Chen, Yu-Lin Chang, Hwann-Tzong Chen

[pdf]

[supplementary material]

[DOI]

Towards Precise Completion of Deformable Shapes

Oshri Halimi, Ido Imanuel, Or Litany, Giovanni Trappolini, Emanuele Rodolà, Leonidas Guibas, Ron Kimmel

[pdf]

[supplementary material]

[DOI]

Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration

Jiahao Li, Changhao Zhang, Ziyao Xu, Hangning Zhou, Chi Zhang

[pdf]

[supplementary material]

[DOI]

Amir Rahimi, Amirreza Shaban, Thalaiyasingam Ajanthan, Richard Hartley, Byron Boots

[pdf]

[supplementary material]

[DOI]

Environment-agnostic Multitask Learning for Natural Language Grounded Navigation

Xin Eric Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi[2]

[pdf]

[supplementary material]

[DOI]

TPFN: Applying Outer Product along Time to Multimodal Sentiment Analysis Fusion on Incomplete Data

Binghua Li, Chao Li, Feng Duan, Ning Zheng, Qibin Zhao

[pdf]

[supplementary material]

[DOI]

ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis

Eu Wern Teh, Terrance DeVries, Graham W. Taylor

[pdf]

[supplementary material]

[DOI]

Learning with Privileged Information for Efficient Image Super-Resolution

Wonkyung Lee, Junghyup Lee, Dohyung Kim, Bumsub Ham

[pdf]

[supplementary material]

[DOI]

Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification

Jianing Li,, Shiliang Zhang

[pdf]

[DOI]

Autoencoder-based Graph Construction for Semi-supervised Learning

Mingeun Kang, Kiwon Lee, Yong H. Lee, Changho Suh

[pdf]

[supplementary material]

[DOI]

Virtual Multi-view Fusion for 3D Semantic Segmentation

Abhijit Kundu, Xiaoqi Yin, Alireza Fathi, David Ross, Brian Brewington, Thomas Funkhouser, Caroline Pantofaru

[pdf]

[supplementary material]

[DOI]

Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition

Ke Cheng, Yifan Zhang, Congqi Cao, Lei Shi, Jian Cheng, Hanqing Lu

[pdf]

[supplementary material]

[DOI]

Deep Shape from Polarization

Yunhao Ba, Alex Gilbert, Franklin Wang, Jinfa Yang, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi

[pdf]

[supplementary material]

[DOI]

A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning

Xingyu Chen, Xuguang Lan, Fuchun Sun, Nanning Zheng

[pdf]

[DOI]

Mind the Discriminability: Asymmetric Adversarial Domain Adaptation

Jianfei Yang, Han Zou, Yuxun Zhou, Zhaoyang Zeng, Lihua Xie ()

[pdf]

[supplementary material]

[DOI]

SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates

Zhizhong Han, Guanhui Qiao, Yu-Shen Liu, Matthias Zwicker

[pdf]

[supplementary material]

[DOI]

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking

ShiJie Sun, Naveed Akhtar, XiangYu Song, HuanSheng Song, Ajmal Mian , Mubarak Shah

[pdf]

[supplementary material]

[DOI]

Deep FusionNet for Point Cloud Semantic Segmentation

Feihu Zhang Jin Fang Benjamin Wah Philip Torr

[pdf]

[supplementary material]

[DOI]

Deep Material Recognition in Light-Fields via Disentanglement of Spatial and Angular Information

Bichuan Guo, Jiangtao Wen, Yuxing Han

[pdf]

[supplementary material]

[DOI]

Dual Adversarial Network for Deep Active Learning

Shuo Wang, Yuexiang Li, Kai Ma, Ruhui Ma, Haibing Guan, Yefeng Zheng

[pdf]

[DOI]

Fully Convolutional Networks for Continuous Sign Language Recognition

Ka Leong Cheng, Zhaoyang Yang, Qifeng Chen, Yu-Wing Tai

[pdf]

[supplementary material]

[DOI]

Self-adapting confidence estimation for stereo

Matteo Poggi, Filippo Aleotti, Fabio Tosi, Giulio Zaccaroni, Stefano Mattoccia

[pdf]

[supplementary material]

[DOI]

Deep Surface Normal Estimation on the 2-Sphere with Confidence Guided Semantic Attention

Quewei Li, Jie Guo, Yang Fei, Qinyu Tang, Wenxiu Sun, Jin Zeng, Yanwen Guo

[pdf]

[supplementary material]

[DOI]

AutoSTR: Efficient Backbone Search for Scene Text Recognition

Hui Zhang, Quanming Yao, Mingkun Yang, Yongchao Xu, Xiang Bai

[pdf]

[DOI]

Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification

Sungwon Han, Sungwon Park, Sungkyu Park, Sundong Kim, Meeyoung Cha

[pdf]

[supplementary material]

[DOI]

Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification

Weitao Wan, Jiansheng Chen, Ming-Hsuan Yang

[pdf]

[supplementary material]

[DOI]

Faster AutoAugment: Learning Augmentation Strategies Using Backpropagation

Ryuichiro Hataya, Zdenek Jan, Kazuki Yoshizoe, Hideki Nakayama

[pdf]

[DOI]

Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation

Lin Huang, Jianchao Tan, Ji Liu, Junsong Yuan

[pdf]

[supplementary material]

[DOI]

Boundary-Aware Cascade Networks for Temporal Action Segmentation

Zhenzhi Wang, Ziteng Gao, Limin Wang, Zhifeng Li, Gangshan Wu

[pdf]

[supplementary material]

[DOI]

Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation

Xu Yan, Weibing Zhao, Kun Yuan, Ruimao Zhang, Zhen Li, Shuguang Cui

[pdf]

[supplementary material]

[DOI]

Inference Graphs for CNN Interpretation

Yael Konforti, Alon Shpigler, Boaz Lerner, Aharon Bar-Hillel

[pdf]

[supplementary material]

[DOI]

An End-to-End OCR Text Re-organization Sequence Learning for Rich-text Detail Image Comprehension

Liangcheng Li, Feiyu Gao, Jiajun Bu, Yongpan Wang, Zhi Yu, Qi Zheng

[pdf]

[DOI]

Improving Query Efficiency of Black-box Adversarial Attack

Yang Bai, Yuyuan Zeng, Yong Jiang, Yisen Wang, Shu-Tao Xia, Weiwei Guo

[pdf]

[supplementary material]

[DOI]

Hsien-Tzu Cheng, Chun-Fu Yeh, Po-Chen Kuo, Andy Wei, Keng-Chi Liu, Mong-Chi Ko, Kuan-Hua Chao, Yu-Ching Peng, Tyng-Luh Liu

[pdf]

[supplementary material]

[DOI]

BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions

Arslan Ali, Matteo Testa, Tiziano Bianchi, Enrico Magli

[pdf]

[DOI]

A Decoupled Learning Scheme for Real-world Burst Denoising from Raw Images

Zhetong Liang, Shi Guo, Hong Gu, Huaqi Zhang, Lei Zhang

[pdf]

[supplementary material]

[DOI]

Global-and-Local Relative Position Embedding for Unsupervised Video Summarization

Yunjae Jung, Donghyeon Cho, Sanghyun Woo, In So Kweon

[pdf]

[supplementary material]

[DOI]

Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

Jaesung Rim, Haeyun Lee, Jucheol Won, Sunghyun Cho

[pdf]

[supplementary material]

[DOI]

SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking

Qing Guo, Xiaofei Xie, Felix Juefei-Xu, Lei Ma, Zhongguo Li, Wanli Xue, Wei Feng, Yang Liu

[pdf]

[supplementary material]

[DOI]

CenterNet Heatmap Propagation for Real-time Video Object Detection

Zhujun Xu, Emir Hrustic, Damien Vivet

[pdf]

[supplementary material]

[DOI]

Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

Youwei Pang, Lihe Zhang, Xiaoqi Zhao, Huchuan Lu

[pdf]

[supplementary material]

[DOI]

SOLAR: Second-Order Loss and Attention for Image Retrieval

Tony Ng, Vassileios Balntas, Yurun Tian, Krystian Mikolajczyk

[pdf]

[supplementary material]

[DOI]

Fixing Localization Errors to Improve Image Classification

Guolei Sun, Salman Khan, Wen Li, Hisham Cholakkal, Fahad Shahbaz Khan, Luc Van Gool

[pdf]

[DOI]

PatchPerPix for Instance Segmentation

Lisa Mais, Peter Hirsch and Dagmar Kainmueller

[pdf]

[supplementary material]

[DOI]

Attend and Segment: Attention Guided Active Semantic Segmentation

Soroush Seifi, Tinne Tuytelaars

[pdf]

[supplementary material]

[DOI]

Accelerating CNN Training by Pruning Activation Gradients

Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen

[pdf]

[supplementary material]

[DOI]

Global and Local Enhancement Networks for Paired and Unpaired Image Enhancement

Han-Ul Kim, Young Jun Koh, Chang-Su Kim

[pdf]

[supplementary material]

[DOI]

Probabilistic Anchor Assignment with IoU Prediction for Object Detection

Kang Kim, Hee Seok Lee

[pdf]

[supplementary material]

[DOI]

Eyeglasses 3D shape reconstruction from a single face image

Yating Wang, Quan Wang, Feng Xu

[pdf]

[supplementary material]

[DOI]

Temporal Complementary Learning for Video Person Re-Identification

Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

[pdf]

[DOI]

HoughNet: Integrating near and long-range evidence for bottom-up object detection

Nermin Samet, Samet Hicsonmez, Emre Akbas

[pdf]

[supplementary material]

[DOI]

Graph Wasserstein Correlation Analysis for Movie Retrieval

Xueya Zhang, Tong Zhang, Xiaobin Hong, Zhen Cui, Jian Yang

[pdf]

[supplementary material]

[DOI]

Context-Aware RCNN: A Baseline for Action Detection in Videos

Jianchao Wu, Zhanghui Kuang, Limin Wang, Wayne Zhang, Gangshan Wu

[pdf]

[DOI]

Full-Time Monocular Road Detection Using Zero-Distribution Prior of Angle of Polarization

Ning Li, Yongqiang Zhao, Quan Pan, Seong G. Kong, Jonathan Cheung-Wai Chan

[pdf]

[supplementary material]

[DOI]

A Flexible Recurrent Residual Pyramid Network for Video Frame Interpolation

Haoxian Zhang, Yang Zhao, Ronggang Wang

[pdf]

[supplementary material]

[DOI]

Learning Enriched Features for Real Image Restoration and Enhancement

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

[pdf]

[supplementary material]

[DOI]

Detail Preserved Point Cloud Completion via Separated Feature Aggregation

Wenxiao Zhang, Qingan Yan, Chunxia Xiao

[pdf]

[supplementary material]

[DOI]

LabelEnc: A New Intermediate Supervision Method for Object Detection

Miao Hao, Yitao Liu, Xiangyu Zhang, Jian Sun

[pdf]

[supplementary material]

[DOI]

Unsupervised Learning of Category-Specific Symmetric 3D Keypoints from Point Sets

Clara Fernandez-Labrador, Ajad Chhatkuli, Danda Pani Paudel, Jose J. Guerrero, Cédric Demonceaux, Luc Van Gool

[pdf]

[supplementary material]

[DOI]

PAMS: Quantized Super-Resolution via Parameterized Max Scale

Huixia Li, Chenqian Yan, Shaohui Lin, Xiawu Zheng, Baochang Zhang, Fan Yang, Rongrong Ji

[pdf]

[DOI]

SSN: Shape Signature Networks for Multi-class Object Detection from Point Clouds

Xinge Zhu Yuexin Ma Tai Wang Yan Xu Jianping Shi Dahua Lin

[pdf]

[supplementary material]

[DOI]

OID: Outlier Identifying and Discarding in Blind Image Deblurring

Liang Chen, Faming Fang, Jiawei Zhang, Jun Liu, Guixu Zhang

[pdf]

[supplementary material]

[DOI]

Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors

Mateusz Michalkiewicz, Sarah Parisot, Stavros Tsogkas, Mahsa Baktashmotlagh, Anders Eriksson, Eugene Belilovsky

[pdf]

[supplementary material]

[DOI]

Enhanced Sparse Model for Blind Deblurring

Liang Chen, Faming Fang, Shen Lei, Fang Li, Guixu Zhang

[pdf]

[supplementary material]

[DOI]

SumGraph: Video Summarization via Recursive Graph Modeling

Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn

[pdf]

[supplementary material]

[DOI]

Feature Normalized Knowledge Distillation for Image Classification

Kunran Xu, Lai Rui, Yishi Li, Lin Gu

[pdf]

[DOI]

A Metric Learning Reality Check

Kevin Musgrave, Serge Belongie, Ser-Nam Lim

[pdf]

[supplementary material]

[DOI]

FTL: A universal framework for training low-bit DNNs via Feature Transfer

Kunyuan Du, Ya Zhang, Haibing Guan, Qi Tian, Shenggan Cheng, James Lin

[pdf]

[DOI]

XingGAN for Person Image Generation

Hao Tang, Song Bai, Li Zhang, Philip H.S. Torr, Nicu Sebe

[pdf]

[supplementary material]

[DOI]

GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering

Chuang Niu, Jun Zhang, Ge Wang, Jimin Liang

[pdf]

[supplementary material]

[DOI]

VCNet: A Robust Approach to Blind Image Inpainting

Yi Wang, Ying-Cong Chen, Xin Tao, Jiaya Jia

[pdf]

[supplementary material]

[DOI]

Learning to Predict Context-adaptive Convolution for Semantic Segmentation

Jianbo Liu, Junjun He, Yu Qiao, Jimmy S. Ren, Hongsheng Li

[pdf]

[DOI]

EfficientFCN: Holistically-guided Decoding for Semantic Segmentation

Jianbo Liu, Junjun He, Jiawei Zhang, Jimmy S. Ren, Hongsheng Li

[pdf]

[DOI]

GroSS: Group-Size Series Decomposition for Grouped Architecture Search

Henry Howard-Jenkins, Yiwen Li, Victor Adrian Prisacariu

[pdf]

[supplementary material]

[DOI]

Efficient Adversarial Attacks for Visual Object Tracking

Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao

[pdf]

[supplementary material]

[DOI]

Globally-Optimal Event Camera Motion Estimation

Xin Peng, Yifu Wang, Ling Gao, Laurent Kneip

[pdf]

[supplementary material]

[DOI]

Weakly-supervised Learning of Human Dynamics

Petrissa Zell, Bodo Rosenhahn, Bastian Wandt

[pdf]

[supplementary material]

[DOI]

Journey Towards Tiny Perceptual Super-Resolution

Royson Lee, Łukasz Dudziak, Mohamed Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane

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[supplementary material]

[DOI]

What makes fake images detectable? Understanding properties that generalize

Lucy Chai, David Bau, Ser-Nam Lim, Phillip Isola

[pdf]

[supplementary material]

[DOI]

Embedding Propagation: Smoother Manifold for Few-Shot Classification

Pau Rodríguez, Issam Laradji, Alexandre Drouin, Alexandre Lacoste

[pdf]

[supplementary material]

[DOI]

Category Level Object Pose Estimation via Neural Analysis-by-Synthesis

Xu Chen, Zijian Dong, Jie Song, Andreas Geiger, Otmar Hilliges

[pdf]

[supplementary material]

[DOI]

High-Fidelity Synthesis with Disentangled Representation

Wonkwang Lee, Donggyun Kim, Seunghoon Hong, Honglak Lee

[pdf]

[supplementary material]

[DOI]

PL₁P - Point-line Minimal Problems under Partial Visibility in Three Views

Timothy Duff, Kathlén Kohn, Anton Leykin, Tomas Pajdla

[pdf]

[supplementary material]

[DOI]

Prediction and Recovery for Adaptive Low-Resolution Person Re-Identification

Ke Han, Yan Huang, Zerui Chen, Liang Wang, Tieniu Tan

[pdf]

[supplementary material]

[DOI]

Learning Canonical Representations for Scene Graph to Image Generation

Roei Herzig, Amir Bar, Huijuan Xu, Gal Chechik, Trevor Darrell, Amir Globerson

[pdf]

[supplementary material]

[DOI]

Adversarial Robustness on In- and Out-Distribution Improves Explainability

Maximilian Augustin, Alexander Meinke, Matthias Hein

[pdf]

[supplementary material]

[DOI]

Deformable Style Transfer

Sunnie S. Y. Kim, Nicholas Kolkin, Jason Salavon, Gregory Shakhnarovich

[pdf]

[supplementary material]

[DOI]

Aligning Videos in Space and Time

Senthil Purushwalkam, Tian Ye, Saurabh Gupta, Abhinav Gupta

[pdf]

[supplementary material]

[DOI]

Neural Wireframe Renderer: Learning Wireframe to Image Translations

Yuan Xue, Zihan Zhou, Xiaolei Huang

[pdf]

[supplementary material]

[DOI]

RBF-Softmax: Learning Deep Representative Prototypes with Radial Basis Function Softmax

Xiao Zhang, Rui Zhao, Yu Qiao, Hongsheng Li

[pdf]

[DOI]

Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction

Kelvin Wong, Qiang Zhang, Ming Liang, Bin Yang, Renjie Liao, Abbas Sadat, Raquel Urtasun

[pdf]

[supplementary material]

[DOI]

Determining the Relevance of Features for Deep Neural Networks

Christian Reimers, Jakob Runge, Joachim Denzler

[pdf]

[supplementary material]

[DOI]

Weakly Supervised Semantic Segmentation with Boundary Exploration

Liyi Chen, Weiwei Wu, Chenchen Fu, Xiao Han, Yuntao Zhang

[pdf]

[DOI]

GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image Translation

Wallace Lira, Johannes Merz, Daniel Ritchie, Daniel Cohen-Or, Hao Zhang

[pdf]

[supplementary material]

[DOI]

DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild

Philippe Weinzaepfel, Romain Brégier, Hadrien Combaluzier, Vincent Leroy, Grégory Rogez

[pdf]

[DOI]

Multi-view adaptive graph convolutions for graph classification

Nikolas Adaloglou, Nicholas Vretos, Petros Daras

[pdf]

[DOI]

Instance Adaptive Self-Training for Unsupervised Domain Adaptation

Ke Mei, Chuang Zhu, Jiaqi Zou, Shanghang Zhang

[pdf]

[supplementary material]

[DOI]

Weight Decay Scheduling and Knowledge Distillation for Active Learning

Juseung Yun, Byungjoo Kim, Junmo Kim

[pdf]

[DOI]

HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs

Hai Victor Habi, Roy H. Jennings, Arnon Netzer

[pdf]

[DOI]

Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning

Christopher Zach, Huu Le

[pdf]

[supplementary material]

[DOI]

Geometry Constrained Weakly Supervised Object Localization

Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan

[pdf]

[supplementary material]

[DOI]

Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning

Kshitij Dwivedi, Jiahui Huang, Radoslaw Martin Cichy, Gemma Roig

[pdf]

[supplementary material]

[DOI]

OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering

Yaniv Benny, Lior Wolf

[pdf]

[supplementary material]

[DOI]

Nikolay Malkin, Anthony Ortiz, Nebojsa Jojic

[pdf]

[supplementary material]

[DOI]

AE-OT-GAN: Training GANs from data specific latent distribution

Dongsheng An, Yang Guo, Min Zhang, Xin Qi, Na Lei, Xianfang Gu

[pdf]

[supplementary material]

[DOI]

Null-sampling for Interpretable and Fair Representations

Thomas Kehrenberg, Myles Bartlett, Oliver Thomas, Novi Quadrianto

[pdf]

[supplementary material]

[DOI]

Guiding Monocular Depth Estimation Using Depth-Attention Volume

Lam Huynh, Phong Nguyen-Ha, Jiri Matas, Esa Rahtu, Janne Heikkilä

[pdf]

[supplementary material]

[DOI]

Tracking Emerges by Looking Around Static Scenes, with Neural 3D Mapping

Adam W. Harley, Shrinidhi Kowshika Lakshmikanth, Paul Schydlo, Katerina Fragkiadaki

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[supplementary material]

[DOI]

Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer

Yuanyi Zhong, Jianfeng Wang, Jian Peng, Lei Zhang

[pdf]

[supplementary material]

[DOI]

BézierSketch: A generative model for scalable vector sketches

Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song

[pdf]

[supplementary material]

[DOI]

Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation

Zeqi Li, Ruowei Jiang,, Parham Aarabi

[pdf]

[supplementary material]

[DOI]

Domain Adaptation Through Task Distillation

Brady Zhou, Nimit Kalra, Philipp Krähenbühl

[pdf]

[supplementary material]

[DOI]

PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning

Chenglin Yang, Adam Kortylewski, Cihang Xie, Yinzhi Cao, Alan Yuille

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[supplementary material]

[DOI]

More Classifiers, Less Forgetting: A Generic Multi-classifier Paradigm for Incremental Learning

Yu Liu, Sarah Parisot, Gregory Slabaugh, Xu Jia, Ales Leonardis, Tinne Tuytelaars

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[DOI]

Extending and Analyzing Self-Supervised Learning Across Domains

Bram Wallace, Bharath Hariharan

[pdf]

[supplementary material]

[DOI]

Multi-Source Open-Set Deep Adversarial Domain Adaptation

Sayan Rakshit, Dipesh Tamboli, Pragati Shuddhodhan Meshram, Biplab Banerjee, Gemma Roig, Subhasis Chaudhuri

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[supplementary material]

[DOI]

Neural Batch Sampling with Reinforcement Learning for Semi-Supervised Anomaly Detection

Wen-Hsuan Chu, Kris M. Kitani

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[supplementary material]

[DOI]

LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities

Baoxiong Jia, Yixin Chen, Siyuan Huang, Yixin Zhu, Song-Chun Zhu

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[DOI]

Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images

Matthew Purri, Kristin Dana

[pdf]

[DOI]

Accurate Optimization of Weighted Nuclear Norm for Non-Rigid Structure from Motion

José Pedro Iglesias, Carl Olsson, Marcus Valtonen Örnhag

[pdf]

[supplementary material]

[DOI]

Proposal-based Video Completion

Yuan-Ting Hu, Heng Wang, Nicolas Ballas, Kristen Grauman, Alexander G. Schwing

[pdf]

[supplementary material]

[DOI]

HGNet: Hybrid Generative Network for Zero-shot Domain Adaptation

Haifeng Xia, Zhengming Ding

[pdf]

[DOI]

Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding

Kaihao Zhang, Wenhan Luo, Wenqi Ren, Jingwen Wang Fang Zhao, Lin Ma , Hongdong Li

[pdf]

[DOI]

DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks

Hassan Dbouk, Hetul Sanghvi, Mahesh Mehendale, Naresh Shanbhag

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[DOI]

All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling

Zhixiang Chi, Rasoul Mohammadi Nasiri, Zheng Liu, Juwei Lu, Jin Tang , Konstantinos N Plataniotis

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[DOI]

A Broader Study of Cross-Domain Few-Shot Learning

Yunhui Guo, Noel C. Codella, Leonid Karlinsky, James V. Codella, John R. Smith, Kate Saenko, Tajana Rosing, Rogerio Feris

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[DOI]

Practical Poisoning Attacks on Neural Networks

Junfeng Guo, Cong Liu

[pdf]

[supplementary material]

[DOI]

Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification

Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger

[pdf]

[DOI]

Learn distributed GAN with Temporary Discriminators

Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris Metaxas

[pdf]

[supplementary material]

[DOI]

SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems

Leo F Isikdogan, Bhavin V Nayak, Chyuan-Tyng Wu, Joao Peralta Moreira , Sushma Rao, Gilad Michael

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[DOI]

Improving Adversarial Robustness by Enforcing Local and Global Compactness

Anh Bui, Trung Le, He Zhao, Paul Montague, Olivier deVel, Tamas Abraham, Dinh Phung

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[DOI]

TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation

Subeesh Vasu, Mateusz Kozinski, Leonardo Citraro, and Pascal Fua

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[supplementary material]

[DOI]

Channel selection using Gumbel Softmax

Charles Herrmann, Richard Strong Bowen, Ramin Zabih

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[DOI]

Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification

Dripta S. Raychaudhuri, Amit K. Roy-Chowdhury

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[DOI]

An Efficient Training Framework for Reversible Neural Architectures

Zixuan Jiang, Keren Zhu, Mingjie Liu, Jiaqi Gu, David Z. Pan

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[DOI]

Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation

Viveka Kulharia, Siddhartha Chandra, Amit Agrawal, Philip Torr, Ambrish Tyagi

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[DOI]

FreeCam3D: Snapshot Structured Light 3D with Freely-Moving Cameras

Yicheng Wu, Vivek Boominathan, Xuan Zhao, Jacob T. Robinson, Hiroshi Kawasaki, Aswin Sankaranarayanan, Ashok Veeraraghavan

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[DOI]

One-Pixel Signature: Characterizing CNN Models for Backdoor Detection

Shanjiaoyang Huang, Weiqi Peng, Zhiwei Jia, Zhuowen Tu

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[DOI]

Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning

Linchao Zhu, Sercan . Arık, Yi Yang, Tomas Pfister

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[supplementary material]

[DOI]

Structure-Aware Generation Network for Recipe Generation from Images

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

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[DOI]

A Simple and Effective Framework for Pairwise Deep Metric Learning

Qi Qi, Yan Yan, Zixuan Wu, Xiaoyu Wang, Tianbao Yang

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[supplementary material]

[DOI]

Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner

Eugene Lee, Evan Chen, Chen-Yi Lee

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[supplementary material]

[DOI]

A Recurrent Transformer Network for Novel View Action Synthesis

Kara Marie Schatz, Erik Quintanilla, Shruti Vyas, Yogesh S Rawat

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[supplementary material]

[DOI]

Multi-view Action Recognition using Cross-view Video Prediction

Shruti Vyas, Yogesh S Rawat, Mubarak Shah

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[supplementary material]

[DOI]

Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation

Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang, Long Quan

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[DOI]

SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction

Sriram N N, Buyu Liu, Francesco Pittaluga, Manmohan Chandraker

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[supplementary material]

[DOI]

Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation

Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang

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[supplementary material]

[DOI]

Efficient Outdoor 3D Point Cloud Semantic Segmentation for Critical Road Objects and Distributed Contexts

Chi-Chong Wong, Chi-Man Vong

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[DOI]

Attributional Robustness Training using Input-Gradient Spatial Alignment

Mayank Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha, Vineeth N Balasubramanian, Balaji Krishnamurthy

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[DOI]

Reducing the Sim-to-Real Gap for Event Cameras

Timo Stoffregen, Cedric Scheerlinck, Davide Scaramuzza, Tom Drummond, Nick Barnes, Lindsay Kleeman, Robert Mahony

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[supplementary material]

[DOI]

Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning

Liangliang Ren, Yangyang Song, Jiwen Lu, Jie Zhou

[pdf]

[DOI]

Learning Data Augmentation Strategies for Object Detection

Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Tsung-Yi Lin, Jonathon Shlens, Quoc V. Le

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[DOI]

DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search

Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan

[pdf]

[DOI]

A Closer Look at Generalisation in RAVEN

Steven Spratley, Krista Ehinger, Tim Miller

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[supplementary material]

[DOI]

Supervised Edge Attention Network for Accurate Image Instance Segmentation

Xier Chen, Yanchao Lian, Licheng Jiao, Haoran Wang, YanJie Gao, Shi Lingling

[pdf]

[DOI]

Discriminative Partial Domain Adversarial Network

Jian Hu, Hongya Tuo, Chao Wang, Lingfeng Qiao, Haowen Zhong, Junchi Yan, Zhongliang Jing, Henry Leung

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[DOI]

Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model

John Janiczek, Parth Thaker, Gautam Dasarathy, Christopher S. Edwards , Philip Christensen, Suren Jayasuriya

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[DOI]

Deep Cross-species Feature Learning for Animal Face Recognition via Residual Interspecies Equivariant Network

Xiao Shi, Chenxue Yang, Xue Xia, Xiujuan Chai

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[DOI]

Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes

Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin’ichi Satoh

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[supplementary material]

[DOI]

Sound2Sight: Generating Visual Dynamics from Sound and Context

Moitreya Chatterjee, Anoop Cherian

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[supplementary material]

[DOI]

3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-View Spatial Feature Fusion for 3D Object Detection

Jin Hyeok Yoo, Yecheol Kim, Jisong Kim, Jun Won Choi

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[DOI]

NoiseRank: Unsupervised Label Noise Reduction with Dependence Models

Karishma Sharma, Pinar Donmez, Enming Luo, Yan Liu, I. Zeki Yalniz

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[DOI]

Fast Adaptation to Super-Resolution Networks via Meta-Learning

Seobin Park, Jinsu Yoo, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim

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[DOI]

TP-LSD: Tri-Points Based Line Segment Detector

Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu

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[DOI]

SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation

Chenfeng Xu, Bichen Wu, Zining Wang, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka

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[DOI]

An Attention-driven Two-stage Clustering Method for Unsupervised Person Re-Identification

Zilong Ji, Xiaolong Zou, Xiaohan Lin, Xiao Liu, Tiejun Huang, Si Wu

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[supplementary material]

[DOI]

Toward Fine-grained Facial Expression Manipulation

Jun Ling, Han Xue, Li Song, Shuhui Yang, Rong Xie, Xiao Gu

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[DOI]

Adaptive Object Detection with Dual Multi-Label Prediction

Zhen Zhao, Yuhong Guo, Haifeng Shen, Jieping Ye

[pdf]

[DOI]

Table Structure Recognition using Top-Down and Bottom-Up Cues

Sachin Raja, Ajoy Mondal, C V Jawahar

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[supplementary material]

[DOI]

Novel View Synthesis on Unpaired Data by Conditional Deformable Variational Auto-Encoder

Mingyu Yin, Li Sun, Qingli Li

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[supplementary material]

[DOI]

Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments

Jacob Krantz, Erik Wijmans, Arjun Majumdar, Dhruv Batra, Stefan Lee

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[supplementary material]

[DOI]

Boundary Content Graph Neural Network for Temporal Action Proposal Generation

Yueran Bai, Yingying Wang, Yunhai Tong, Yang Yang, Qiyue Liu, Junhui Liu

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[supplementary material]

[DOI]

Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition

Yunhao Ge, Jiaping Zhao, Laurent Itti

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[supplementary material]

[DOI]

VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval

Minuk Ma, Sunjae Yoon, Junyeong Kim, Youngjoon Lee, Sunghun Kang, Chang D. Yoo

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[DOI]

Attention-Based Query Expansion Learning

Albert Gordo, Filip Radenovic, Tamara Berg

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[DOI]

Interpretable Foreground Object Search As Knowledge Distillation

Boren Li, Po-Yu Zhuang, Jian Gu, Mingyang Li, Ping Tan

[pdf]

[DOI]

Improving Knowledge Distillation via Category Structure

Zailiang Chen, Xianxian Zheng, Hailan Shen, Ziyang Zeng, Yukun Zhou, Rongchang Zhao

[pdf]

[DOI]

High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images

Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton

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[supplementary material]

[DOI]

Attentive Prototype Few-shot Learning with Capsule Network-based Embedding

Fangyu Wu, Jeremy S.Smith, Wenjin Lu, Chaoyi Pang, Bailing Zhang

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[DOI]

Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances

Aditya Arun, C.V. Jawahar, M. Pawan Kumar

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[DOI]

DA4AD: End-to-End Deep Attention-based Visual Localization for Autonomous Driving

Yao Zhou, Guowei Wan, Shenhua Hou, Li Yu, Gang Wang, Xiaofei Rui, Shiyu Song

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[supplementary material]

[DOI]

Visual-Relation Conscious Image Generation from Structured-Text

Duc Minh Vo, Akihiro Sugimoto

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[supplementary material]

[DOI]

Patch-wise Attack for Fooling Deep Neural Network

Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen

[pdf]

[supplementary material]

[DOI]

Feature Pyramid Transformer

Dong Zhang, Hanwang Zhang, Jinhui Tang, Meng Wang, Xiansheng Hua, Qianru Sun

[pdf]

[supplementary material]

[DOI]

MABNet: A Lightweight Stereo Network Based on Multibranch Adjustable Bottleneck Module

Jiabin Xing, Zhi Qi, Jiying Dong, Jiaxuan Cai, Hao Liu

[pdf]

[DOI]

Guided Saliency Feature Learning for Person Re-identification in Crowded Scenes

Lingxiao He, Wu Liu

[pdf]

[DOI]

Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection

Miao Zhang, Sun Xiao Fei, Jie Liu, Shuang Xu, Yongri Piao, Huchuan Lu

[pdf]

[DOI]

Explaining Image Classifiers using Statistical Fault Localization

Youcheng Sun, Hana Chockler, Xiaowei Huang, Daniel Kroening

[pdf]

[DOI]

Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers

Michal Rolínek, Paul Swoboda, Dominik Zietlow, Anselm Paulus, Vít Musil, Georg Martius

[pdf]

[supplementary material]

[DOI]

Learning Video Representations by Transforming Time

Simon Jenni, Givi Meishvili, Paolo Favaro

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[supplementary material]

[DOI]

Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation

Madhu Vankadari, Sourav Garg, Anima Majumder, Swagat Kumar, Ardhendu Behera

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[DOI]

Variational Connectionist Temporal Classification

Linlin Chao, Jingdong Chen, Wei Chu

[pdf]

[DOI]

End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation

Congzhentao Huang, Shuai Jiang, Yang Li, Ziyue Zhang, Jason Traish, Chen Deng, Sam Ferguson, Richard Yi Da Xu

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[supplementary material]

[DOI]

Orderly Disorder in Point Cloud Domain

Morteza Ghahremani, Bernard Tiddeman, Yonghuai Liu, and Ardhendu Behera

[pdf]

[DOI]

Deep Decomposition Learning for Inverse Imaging Problems

Dongdong Chen, Mike E. Davies

[pdf]

[DOI]

FLOT: Scene Flow on Point Clouds guided by Optimal Transport

Gilles Puy, Alexandre Boulch, Renaud Marlet

[pdf]

[supplementary material]

[DOI]

Accurate Reconstruction of Oriented 3D Points using Affine Correspondences

Carolina Raposo, Joao P. Barreto

[pdf]

[supplementary material]

[DOI]

Volumetric Transformer Networks

Seungryong Kim, Sabine Ssstrunk, Mathieu Salzmann

[pdf]

[DOI]

360(o) Camera Alignment via Segmentation

Benjamin Davidson, Mohsan S. Alvi, João F. Henriques

[pdf]

[supplementary material]

[DOI]

A Novel Line Integral Transform for 2D Affine-Invariant Shape Retrieval

Bin Wang, Yongsheng Gao

[pdf]

[DOI]

Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks

Federico Baldassarre, Kevin Smith, Josephine Sullivan, Hossein Azizpour

[pdf]

[supplementary material]

[DOI]

Guided Semantic Flow

Sangryul Jeon, Dongbo Min, Seungryong Kim, Jihwan Choe, Kwanghoon Sohn

[pdf]

[supplementary material]

[DOI]

Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation

Mausoom Sarkar, Milan Aggarwal, Arneh Jain, Hiresh Gupta, Balaji Krishnamurthy

[pdf]

[supplementary material]

[DOI]

Measuring the Importance of Temporal Features in Video Saliency

Matthias Tangemann, Matthias Kümmerer, Thomas S.A. Wallis, Matthias Bethge

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[supplementary material]

[DOI]

Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han

[pdf]

[supplementary material]

[DOI]

Towards Reliable Evaluation of Algorithms for Road Network Reconstruction from Aerial Images

Leonardo Citraro, Mateusz Koziński, Pascal Fua

[pdf]

[supplementary material]

[DOI]

Online Continual Learning under Extreme Memory Constraints

Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci

[pdf]

[supplementary material]

[DOI]

Learning to Cluster under Domain Shift

Willi Menapace, Stéphane Lathuilière, Elisa Ricci

[pdf]

[supplementary material]

[DOI]

Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds

Yueru Li, Shuyu Cheng, Hang Su, Jun Zhu

[pdf]

[supplementary material]

[DOI]

Improving Optical Flow on a Pyramid Level

Markus Hofinger, Samuel Rota Bulò, Lorenzo Porzi, Arno Knapitsch, Thomas Pock, Peter Kontschieder

[pdf]

[supplementary material]

[DOI]

Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations

Sungheon Park, Minsik Lee, Nojun Kwak

[pdf]

[supplementary material]

[DOI]

Learning to Learn Parameterized Classification Networks for Scalable Input Images

Duo Li, Anbang Yao, Qifeng Chen

[pdf]

[supplementary material]

[DOI]

Stereo Event-based Particle Tracking Velocimetry for 3D Fluid Flow Reconstruction

Yuanhao Wang, Ramzi Idoughi, Wolfgang Heidrich

[pdf]

[supplementary material]

[DOI]

Simplicial Complex based Point Correspondence between Images warped onto Manifolds

Charu Sharma, Manohar Kaul

[pdf]

[supplementary material]

[DOI]

Representation Learning on Visual-Symbolic Graphs for Video Understanding

Effrosyni Mavroudi, Benjamín Béjar Haro, René Vidal

[pdf]

[supplementary material]

[DOI]

Distance-Normalized Unified Representation for Monocular 3D Object Detection

Xuepeng Shi, Zhixiang Chen, Tae-Kyun Kim

[pdf]

[DOI]

Sequential Deformation for Accurate Scene Text Detection

Shanyu Xiao, Liangrui Peng, Ruijie Yan, Keyu An, Gang Yao, Jaesik Min

[pdf]

[DOI]

Where to Explore Next? ExHistCNN for History-aware Autonomous 3D Exploration

Yiming Wang, Alessio Del Bue

[pdf]

[supplementary material]

[DOI]

Semi-Supervised Segmentation based on Error-Correcting Supervision

Robert Mendel, Luis Antonio de Souza Jr, David Rauber, João Paulo Papa, Christoph Palm

[pdf]

[DOI]

Quantum-soft QUBO Suppression for Accurate Object Detection

Junde Li, Swaroop Ghosh

[pdf]

[DOI]

Label-similarity Curriculum Learning

Ürün Dogan, Aniket Anand Deshmukh, Marcin Bronislaw Machura, Christian Igel

[pdf]

[supplementary material]

[DOI]

Recurrent Image Annotation With Explicit Inter-Label Dependencies

Ayushi Dutta, Yashaswi Verma, C.V. Jawahar

[pdf]

[DOI]

Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution

Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu , Zongben Xu

[pdf]

[DOI]

SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data

Tyler Zhu, Per Karlsson, Christoph Bregler

[pdf]

[DOI]

ByeGlassesGAN: Identity Preserving Eyeglasses Removal for Face Images

Yu-Hui Lee, Shang-Hong Lai

[pdf]

[supplementary material]

[DOI]

Differentiable Joint Pruning and Quantization for Hardware Efficiency

Ying Wang, Yadong Lu, Tijmen Blankevoort

[pdf]

[DOI]

Learning to Generate Customized Dynamic 3D Facial Expressions

Rolandos Alexandros Potamias, Jiali Zheng, Stylianos Ploumpis, Giorgos Bouritsas, Evangelos Ververas, Stefanos Zafeiriou

[pdf]

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[DOI]

LandscapeAR: Large Scale Outdoor Augmented Reality by Matching Photographs with Terrain Models Using Learned Descriptors

Jan Brejcha, Michal Lukáč, Yannick Hold-Geoffroy, Oliver Wang, Martin Čadík

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[DOI]

Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration

Xin Li, Xin Jin, Jianxin Lin, Sen Liu, Yaojun Wu, Tao Yu, Wei Zhou , Zhibo Chen

[pdf]

[DOI]

Jointly De-biasing Face Recognition and Demographic Attribute Estimation

Sixue Gong, Xiaoming Liu, Anil K. Jain

[pdf]

[supplementary material]

[DOI]

Regularized Loss for Weakly Supervised Single Class Semantic Segmentation

Olga Veksler

[pdf]

[supplementary material]

[DOI]

Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks

Chankyu Lee, Adarsh Kumar Kosta, Alex Zihao Zhu, Kenneth Chaney, Kostas Daniilidis, Kaushik Roy

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[DOI]

Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations

Aditya Golatkar, Alessandro Achille, Stefano Soatto

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[DOI]

Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations

Saima Sharmin, Nitin Rathi, Priyadarshini Panda, Kaushik Roy

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[DOI]

Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks

Baris Gecer, Alexandros Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou

[pdf]

[supplementary material]

[DOI]

Learning to Learn Words from Visual Scenes

Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick

[pdf]

[supplementary material]

[DOI]

On Transferability of Histological Tissue Labels in Computational Pathology

Mahdi S. Hosseini, Lyndon Chan, Weimin Huang, Yichen Wang, Danial Hasan, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis

[pdf]

[supplementary material]

[DOI]

Learning Actionness via Long-range Temporal Order Verification

Dimitri Zhukov, Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic

[pdf]

[supplementary material]

[DOI]

Fully Embedding Fast Convolutional Networks on Pixel Processor Arrays

Laurie Bose, Piotr Dudek, Jianing Chen, Stephen J. Carey, Walterio W. Mayol-Cuevas

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[DOI]

Character Region Attention For Text Spotting

Youngmin Baek, Seung Shin, Jeonghun Baek, Sungrae Park, Junyeop Lee , Daehyun Nam, Hwalsuk Lee

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[DOI]

Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network

Anh-Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov , Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan Oseledets, Andrzej Cichocki

[pdf]

[DOI]

Dual Mixup Regularized Learning for Adversarial Domain Adaptation

Yuan Wu, Diana Inkpen, Ahmed El-Roby

[pdf]

[DOI]

Robust and On-the-fly Dataset Denoising for Image Classification

Jiaming Song, Yann Dauphin, Michael Auli, Tengyu Ma

[pdf]

[supplementary material]

[DOI]

Imaging Behind Occluders Using Two-Bounce Light

Connor Henley, Tomohiro Maeda, Tristan Swedish, Ramesh Raskar

[pdf]

[supplementary material]

[DOI]

Improving Object Detection with Selective Self-Supervised Self-Training

Yandong Li, Di Huang, Danfeng Qin, Liqiang Wang, Boqing Gong

[pdf]

[supplementary material]

[DOI]

Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction

Rohan Chabra, Jan E. Lenssen, Eddy Ilg, Tanner Schmidt, Julian Straub, Steven Lovegrove, Richard Newcombe

[pdf]

[supplementary material]

[DOI]

Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning

Aditya Sanghi

[pdf]

[supplementary material]

[DOI]

Adversarial Data Augmentation via Deformation Statistics

Sahin Olut, Zhengyang Shen, Zhenlin Xu, Samuel Gerber, Marc Niethammer

[pdf]

[DOI]

Neural Predictor for Neural Architecture Search

Wei Wen, Hanxiao Liu, Yiran Chen, Hai Li, Gabriel Bender, Pieter-Jan Kindermans

[pdf]

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[DOI]

Learning Permutation Invariant Representations using Memory Networks

Shivam Kalra, Mohammed Adnan, Graham Taylor, H.R. Tizhoosh

[pdf]

[DOI]

Feature Space Augmentation for Long-Tailed Data

Peng Chu, Xiao Bian, Shaopeng Liu, Haibin Ling

[pdf]

[supplementary material]

[DOI]

Laying the Foundations of Deep Long-Term Crowd Flow Prediction

Samuel S. Sohn, Honglu Zhou, Seonghyeon Moon, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia

[pdf]

[DOI]

Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning

Zhekun Luo, Devin Guillory, Baifeng Shi, Wei Ke, Fang Wan, Trevor Darrell, Huijuan Xu

[pdf]

[DOI]

Fairness by Learning Orthogonal Disentangled Representations

Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni

[pdf]

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[DOI]

Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation

Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert

[pdf]

[supplementary material]

[DOI]

On Diverse Asynchronous Activity Anticipation

He Zhao, Richard P. Wildes

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[supplementary material]

[DOI]

Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery

Razieh Kaviani Baghbaderani, Ying Qu, Hairong Qi, Craig Stutts

[pdf]

[supplementary material]

[DOI]

Structure-Aware Human-Action Generation

Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

[pdf]

[supplementary material]

[DOI]

Towards Efficient Coarse-to-Fine Networks for Action and Gesture Recognition

Niamul Quader, Juwei Lu, Peng Dai, Wei Li

[pdf]

[supplementary material]

[DOI]

S³Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data

Bin Cheng, Inderjot Singh Saggu, Raunak Shah, Gaurav Bansal, Dinesh Bharadia

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[DOI]

Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning

Maunil R Vyas, Hemanth Venkateswara, Sethuraman Panchanathan

[pdf]

[supplementary material]

[DOI]

Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks

Niamul Quader, Md Mafijul Islam Bhuiyan, Juwei Lu, Peng Dai, Wei Li

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[DOI]

UNITER: UNiversal Image-TExt Representation Learning

Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy Faisal Ahmed, Zhe Gan, Yu Cheng, Jingjing Liu

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[DOI]

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao

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[DOI]

Improving Face Recognition from Hard Samples via Distribution Distillation Loss

Yuge Huang, Pengcheng Shen, Ying Tai, Shaoxin Li, Xiaoming Liu, Jilin Li, Feiyue Huang, Rongrong Ji

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[DOI]

Extract and Merge: Superpixel Segmentation with Regional Attributes

Jianqiao An, Yucheng Shi, Yahong Han, Meijun Sun, Qi Tian

[pdf]

[DOI]

Spatial-Adaptive Network for Single Image Denoising

Meng Chang, Qi Li, Huajun Feng, Zhihai Xu

[pdf]

[supplementary material]

[DOI]

Physics-based Feature Dehazing Networks

Jiangxin Dong, Jinshan Pan

[pdf]

[DOI]

Learning Surrogates via Deep Embedding

Yash Patel, Tomáš Hodaň, Jiří Matas

[pdf]

[DOI]

An Asymmetric Modeling for Action Assessment

Jibin Gao, Wei-Shi Zheng, Jia-Hui Pan, Chengying Gao, Yaowei Wang, Wei Zeng, Jianhuang Lai

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[DOI]

High-quality Single-model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation

Wenyu Sun, Chen Tang, Weigui Li, Zhuqing Yuan, Huazhong Yang, Yongpan Liu

[pdf]

[supplementary material]

[DOI]

Instance-Aware Embedding for Point Cloud Instance Segmentation

Tong He, Yifan Liu, Chunhua Shen, Xinlong Wang, Changming Sun

[pdf]

[DOI]

Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples

Lili Pan, Shijie Ai, Yazhou Ren, Zenglin Xu

[pdf]

[DOI]

Manifold Projection for Adversarial Defense on Face Recognition

Jianli Zhou, Chao Liang, Jun Chen

[pdf]

[supplementary material]

[DOI]

Weakly Supervised Learning with Side Information for Noisy Labeled Images

Lele Cheng, Xiangzeng Zhou, Liming Zhao, Dangwei Li, Hong Shang, Yun Zheng, Pan Pan, Yinghui Xu

[pdf]

[DOI]

Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision

Peng Wu, Jing Liu, Yujia Shi, Yujia Sun, Fangtao Shao, Zhaoyang Wu , Zhiwei Yang

[pdf]

[supplementary material]

[DOI]

SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection

Rui Fan, Hengli Wang, Peide Cai, Ming Liu

[pdf]

[supplementary material]

[DOI]

Modeling the Space of Point Landmark Constrained Diffeomorphisms

Chengfeng Wen, Yang Guo, Xianfeng Gu

[pdf]

[DOI]

PieNet: Personalized Image Enhancement Network

Han-Ul Kim, Young Jun Koh, Chang-Su Kim

[pdf]

[supplementary material]

[DOI]

Rotational Outlier Identification in Pose Graphs Using Dual Decomposition

Arman Karimian, Ziqi Yang, Roberto Tron

[pdf]

[DOI]

Speech-driven Facial Animation using Cascaded GANs for Learning of Motion and Texture

Dipanjan Das, Sandika Biswas, Sanjana Sinha, Brojeshwar Bhowmick

[pdf]

[supplementary material]

[DOI]

Solving Phase Retrieval with a Learned Reference

Rakib Hyder, Zikui Cai, M. Salman Asif

[pdf]

[DOI]

Dual Grid Net: Hand Mesh Vertex Regression from Single Depth Maps

Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao

[pdf]

[DOI]

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