图像生成论文趋势 2023–2026

主要结论

• 图像生成论文从 2023 年的 780 篇增长到 2026 年的 1,721 篇，三年间扩大到约 2.2 倍。
• CVPR 是发图像生成论文最多的会议，2023–2026 年共 2,262 篇，占四个会议总量的 44%。
• 交叉方向里涨得最快的是深度学习 · generative models and autoencoders：同时属于两个主题的论文从 2023 年的 35 篇增至 2026 年的 150 篇。
• 在「计算机视觉」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的视频理解是 2.6 倍，图像生成是 2.2 倍。

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

• NeurIPS 2026$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
• ICML 2026Klein Hyperbolic Metric Learning
• ICLR 2026A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
• CVPR 2026Adaptive Learned Image Compression with Graph Neural Networks
• NeurIPS 2025Alchemist: Turning Public Text-to-Image Data into Generative Gold
• ICML 2025BiMark: Unbiased Multilayer Watermarking for Large Language Models
• ICLR 2025Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
• CVPR 2025A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition
• NeurIPS 2024Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
• ICML 2024Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
• ICLR 2024AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
• CVPR 2024DemoCaricature: Democratising Caricature Generation with a Rough Sketch
• NeurIPS 20234D Panoptic Scene Graph Generation
• ICML 2023Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
• ICLR 2023Accurate Image Restoration with Attention Retractable Transformer
• CVPR 20233D GAN Inversion With Facial Symmetry Prior
• NeurIPS 2026A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
• ICML 2026Noisy-Channel Minimum Bayes Risk Decoding
• ICLR 2026All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
• CVPR 2026AIMDepth Asymmetric Image-Event Mamba for Monocular Depth Estimation

全部图像生成论文

共 418 篇，第 1 / 9 页

1. CVPR 20233D Cinemagraphy From a Single Image
2. CVPR 20233D GAN Inversion With Facial Symmetry Prior
3. CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
4. CVPR 20233D Neural Field Generation Using Triplane Diffusion
5. CVPR 20233D Registration With Maximal Cliques
6. CVPR 20233D-Aware Conditional Image Synthesis
7. CVPR 20233D-Aware Multi-Class Image-to-Image Translation With NeRFs
8. CVPR 2023A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories
9. CVPR 2023A Probabilistic Attention Model With Occlusion-Aware Texture Regression for 3D Hand Reconstruction From a Single RGB Image
10. CVPR 2023A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation From a Single RGB Image
11. CVPR 2023AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration
12. CVPR 2023Activating More Pixels in Image Super-Resolution Transformer
13. CVPR 2023AdaptiveMix: Improving GAN Training via Feature Space Shrinkage
14. CVPR 2023Affordance Diffusion: Synthesizing Hand-Object Interactions
15. CVPR 2023Affordance Grounding From Demonstration Video To Target Image
16. CVPR 2023Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models
17. CVPR 2023All Are Worth Words: A ViT Backbone for Diffusion Models
18. CVPR 2023All-in-One Image Restoration for Unknown Degradations Using Adaptive Discriminative Filters for Specific Degradations
19. CVPR 2023An Image Quality Assessment Dataset for Portraits
20. CVPR 2023Asymmetric Feature Fusion for Image Retrieval
21. CVPR 2023AutoFocusFormer: Image Segmentation off the Grid
22. CVPR 2023B-Spline Texture Coefficients Estimator for Screen Content Image Super-Resolution
23. CVPR 2023Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger
24. CVPR 2023BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields
25. CVPR 2023Bayesian Posterior Approximation With Stochastic Ensembles
26. CVPR 2023BBDM: Image-to-Image Translation With Brownian Bridge Diffusion Models
27. CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
28. CVPR 2023Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution
29. CVPR 2023BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision
30. CVPR 2023Bi-Directional Feature Fusion Generative Adversarial Network for Ultra-High Resolution Pathological Image Virtual Re-Staining
31. CVPR 2023Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
32. CVPR 2023Binary Latent Diffusion
33. CVPR 2023Bitstream-Corrupted JPEG Images Are Restorable: Two-Stage Compensation and Alignment Framework for Image Restoration
34. CVPR 2023Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
35. CVPR 2023Boosting Verified Training for Robust Image Classifications via Abstraction
36. CVPR 2023Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval
37. CVPR 2023Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack
38. CVPR 2023BUOL: A Bottom-Up Framework With Occupancy-Aware Lifting for Panoptic 3D Scene Reconstruction From a Single Image
39. CVPR 2023Burstormer: Burst Image Restoration and Enhancement Transformer
40. CVPR 2023CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network With Large Input
41. CVPR 2023Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders
42. CVPR 2023Catch Missing Details: Image Reconstruction With Frequency Augmented Variational Autoencoder
43. CVPR 2023CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion
44. CVPR 2023CF-Font: Content Fusion for Few-Shot Font Generation
45. CVPR 2023CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution
46. CVPR 2023CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not
47. CVPR 2023CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
48. CVPR 2023CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes From Natural Language
49. CVPR 2023CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search
50. CVPR 2023CLIPPO: Image-and-Language Understanding From Pixels Only

常见问题

2023–2026 年四大会议一共有多少篇图像生成论文？

共 5,184 篇，按年份分别是 2023 年 780 篇、2024 年 1,216 篇、2025 年 1,467 篇、2026 年 1,721 篇。

NeurIPS 2026 有多少篇图像生成论文？

NeurIPS 2026 有 453 篇图像生成论文，上一届是 430 篇。

ICLR 2026 有多少篇图像生成论文？

ICLR 2026 有 349 篇图像生成论文，上一届是 278 篇。

ICML 2026 有多少篇图像生成论文？

ICML 2026 有 230 篇图像生成论文，上一届是 147 篇。

CVPR 2026 有多少篇图像生成论文？

CVPR 2026 有 689 篇图像生成论文，上一届是 612 篇。

哪个会议的图像生成论文最多？

CVPR，2023–2026 年共 2,262 篇。