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计算机视觉研究院

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Column of Computer Vision Institute

几篇较好的论文源码实践分享！

《Learning Dense Correspondences between Photos and Sketches, Xuanchen Lu, Xiaolong Wang, Judith Fan》(ICML 2023) 

GitHub: github.com/cogtoolslab/photo-sketch-correspondence

《Optimal Transport-Guided Conditional Score-Based Diffusion Model 》(NeurIPS 2023) 

GitHub: github.com/XJTU-XGU/OTCS

《PointClustering: Unsupervised Point Cloud Pre-training using Transformation Invariance in Clustering》(CVPR 2023) 

GitHub: github.com/FuchenUSTC/PointClustering

《Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation》(CVPR 2023) 

GitHub: github.com/MichalGeyer/pnp-diffusers

《Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning》(ICCV 2023) 

GitHub: github.com/shaunyuan22/CFINet

《Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment》(IJCAI 2023) 

GitHub: github.com/jpthu17/DiCoSA

《SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM》(ICCV 2023) 

GitHub: github.com/SongTang-x/SwinLSTM

《Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models》(2023) 

GitHub: github.com/rohitgandikota/sliders 

《minimax: Efficient Baselines for Autocurricula in JAX》(2023) 

GitHub: github.com/facebookresearch/minimax

《SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction》(2023) 

GitHub: github.com/huang-yh/SelfOcc

《Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey》(2023) 

GitHub: github.com/Strivin0311/long-llms-learning

《Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots》(2023) 

GitHub: github.com/WHU-USI3DV/Mobile-Seed

《GPQA: A Graduate-Level Google-Proof Q&A Benchmark》(2023) 

GitHub: github.com/idavidrein/gpqa

《Revolutionizing Generic Anomaly Detection: GPT-4V Takes the Lead》(2023) 

GitHub: github.com/caoyunkang/GPT4V-for-Generic-Anomaly-Detection

《V4d: Voxel for 4d novel view synthesis》(2023) 

GitHub: github.com/GANWANSHUI/V4D

《Model Predictive Optimized Path Integral Strategies》(2023) 

GitHub: github.com/sisl/MPOPIS

《VFLAIR: A Research Library and Benchmark for Vertical Federated Learning》(2023) 

GitHub: github.com/FLAIR-THU/VFLAIR

《SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth》(2023) 

GitHub: github.com/hustvl/SparseTrack

《MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks》(2023) 

GitHub: github.com/declare-lab/MM-BigBench

《FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline》(2023) 

GitHub: github.com/ai-forever/KandinskyVideo

"A car moving on the road from the sea to the mountains"

《Large Language Models as Optimizers》(2023) 

GitHub: github.com/google-deepmind/opro

《Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange》(2023) 

GitHub: github.com/ChenHongruixuan/I3PE

《Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion》(2023) 

GitHub: github.com/google/diffseg

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