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

小咪咪 2024-03-17 23:53 68阅读 0赞

目录  
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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