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CVPR 2023 | 最全 AIGC 论文清单汇总版，30个方向130篇！

作者：很楠不爱3 | 2024-03-26 04:25:12

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cvpr2023论文合集

本文为清单版本，详细内容梳理版见：

6万字！30个方向130篇！CVPR 2023 最全 AIGC 论文！一口气读完

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1、图像转换/翻译
2、GAN改进/可控
3、可控文生图/定制化文生图
4、图像恢复
5、布局可控生成
6、医学图像
7、人脸相关
8、3D相关
9、deepfake检测
10、图像超分
11、风格迁移
12、去雨去噪去模糊
13、图像分割
14、视频相关
15、对抗攻击
16、扩散模型改进
17、数据增广
18、说话人生成
19、视图合成
20、目标检测
21、人像生成/姿态迁移
22、发型迁移
23、图像修复
24、表征学习/表示学习
25、语音相关
26、域适应/迁移学习
27、知识蒸馏
28、字体生成
29、异常检测
30、数据集

一、图像转换/翻译

1、Masked and Adaptive Transformer for Exemplar Based Image Translation
2、LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
3、Interactive Cartoonization with Controllable Perceptual Factors
4、LightPainter: Interactive Portrait Relighting with Freehand Scribble
5、Picture that Sketch: Photorealistic Image Generation from Abstract Sketches
6、Few-shot Semantic Image Synthesis with Class Affinity Transfer

二、GAN改进

7、CoralStyleCLIP: Co-optimized Region and Layer Selection for Image Editing
8、Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models
9、Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis
10、Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN
11、Improving GAN Training via Feature Space Shrinkage
12、Look ATME: The Discriminator Mean Entropy Needs Attention
13、NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs
14、DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation
15、Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint
16、SIEDOB: Semantic Image Editing by Disentangling Object and Background

三、可控文生图/定制化文生图

17、DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
18、Ablating Concepts in Text-to-Image Diffusion Models
19、Multi-Concept Customization of Text-to-Image Diffusion
20、Imagic: Text-Based Real Image Editing with Diffusion Models
21、Shifted Diffusion for Text-to-image Generation
22、SpaText: Spatio-Textual Representation for Controllable Image Generation
23、Scaling up GANs for Text-to-Image Synthesis
24、GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis
25、Variational Distribution Learning for Unsupervised Text-to-Image Generation

四、图像恢复

26、Bitstream-Corrupted JPEG Images are Restorable: Two-stage Compensation and Alignment Framework for Image Restoration
27、Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank
28、Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
29、Generating Aligned Pseudo-Supervision from Non-Aligned Data forImage Restoration in Under-Display Camera
30、 Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement
31、Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Model
32、Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation
33、Robust Unsupervised StyleGAN Image Restoration

五、布局可控生成

34、LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation
35、LayoutDM: Discrete Diffusion Model for Controllable Layout Generation
36、PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout
37、Unifying Layout Generation with a Decoupled Diffusion Model
38、Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation

六、医学图像

39、High-resolution image reconstruction with latent diffusion models from human brain activity
40、 Leveraging GANs for data scarcity of COVID-19: Beyond the hype
41、Why is the winner the best?
45、Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models

七、人脸相关

46、A Hierarchical Representation Network for Accurate and Detailed Face Reconstruction from In-The-Wild Images
47、DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration
48、DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
49、Fine-Grained Face Swapping via Regional GAN Inversion
50、SunStage: Portrait Reconstruction and Relighting using the Sun as a Light Stage

八、3D相关

51、3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process
52、Controllable Mesh Generation Through Sparse Latent Point Diffusion Models
53、GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds
54、GINA-3D: Learning to Generate Implicit Neural Assets in the Wild
55、Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images
56、HOLODIFFUSION: Training a 3D Diffusion Model using 2D Images
57、Learning 3D-aware Image Synthesis with Unknown Pose Distribution
58、Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field
59、Magic3D: High-Resolution Text-to-3D Content Creation
60、NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images
61、NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models
62、Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
63、SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
64、SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation
65、Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models
66、T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
67、TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo Supervision

九、deepfake检测

68、Detecting and Grounding Multi-Modal Media Manipulation

十、图像超分

69、Activating More Pixels in Image Super-Resolution Transformer
70、Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild
71、Implicit Diffusion Models for Continuous Super-Resolution
72、Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation
73、Structured Sparsity Learning for Efficient Video Super-Resolution
74、Super-Resolution Neural Operator
75、Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting

十一、风格迁移

76、CAP-VSTNet: Content Affinity Preserved Versatile Style Transfer
77、Inversion-Based Style Transfer with Diffusion Models
78、Neural Preset for Color Style Transfer

十二、去雨去噪去模糊

79、Learning A Sparse Transformer Network for Effective Image Deraining
80、Masked Image Training for Generalizable Deep Image Denoising
81、Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior

十三、图像分割

82、DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation
83、Generative Semantic Segmentation
84、Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
85、Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models

十四、视频相关

86、A Dynamic Multi-Scale Voxel Flow Network for Video Prediction
87、A Unified Pyramid Recurrent Network for Video Frame Interpolation
88、Conditional Image-to-Video Generation with Latent Flow Diffusion Models
89、Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding
90、Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation
91、MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
92、MOSO: Decomposing MOtion, Scene and Object for Video Prediction
93、Text-Visual Prompting for Efficient 2D Temporal Video Grounding
94、Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers
95、Video Probabilistic Diffusion Models in Projected Latent Space
96、VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation

十五、对抗攻击

97、Adversarial Attack with Raindrops
98、TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets

十六、扩散模型改进

99、All are Worth Words: A ViT Backbone for Diffusion Models
100、Towards Practical Plug-and-Play Diffusion Models
101、Wavelet Diffusion Models are fast and scalable Image Generators

十七、数据增广

102、DCFace: Synthetic Face Generation with Dual Condition Diffusion Model
103、Leveraging GANs for data scarcity of COVID-19: Beyond the hype
104、Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field

十八、说话人生成

105、MetaPortrait: Identity-Preserving Talking Head Generation with Fast Personalized Adaptation
106、Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert

十九、视图合成

107、Consistent View Synthesis with Pose-Guided Diffusion Models

二十、目标检测

108、Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains

二十一、人像生成-姿态迁移

109、Person Image Synthesis via Denoising Diffusion Model
110、VGFlow: Visibility guided Flow Network for Human Reposing

二十二、发型迁移

111、StyleGAN Salon: Multi-View Latent Optimization for Pose-Invariant Hairstyle Transfer

二十三、图像修复

112、SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model

二十四、表征学习

113、GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds

二十五、语音相关

114、Conditional Generation of Audio from Video via Foley Analogies
115、Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos
116、Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment

二十六、域适应-迁移学习

117、Back to the Source: Diffusion-Driven Test-Time Adaptation
118、Domain Expansion of Image Generators
119、Zero-shot Generative Model Adaptation via Image-specific Prompt Learning

二十七、知识蒸馏

120、KD-DLGAN: Data Limited Image Generation via Knowledge Distillation

二十八、字体生成

121、CF-Font: Content Fusion for Few-shot Font Generation
122、Handwritten Text Generation from Visual Archetypes

二十九、异常检测

123、SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection

三十、数据集

124、An Image Quality Assessment Dataset for Portraits
125、CelebV-Text: A Large-Scale Facial Text-Video Dataset
126、Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes
127、Uncurated Image-Text Datasets: Shedding Light on Demographic Bias

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