图像编辑论文趋势 2023–2026

主要结论

• 图像编辑论文从 2023 年的 112 篇增长到 2026 年的 238 篇，三年间扩大到约 2.1 倍。
• CVPR 是发图像编辑论文最多的会议，2023–2026 年共 364 篇，占四个会议总量的 53%。
• 交叉方向里涨得最快的是应用 · computer vision：同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 15 篇。
• 在「多模态生成」的 5 个主题里，它的 2026 年论文数排第 3；同组增长最快的叙事生成是 15 倍，图像编辑是 2.1 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 2026Accelerated Image Editing via Consistency-Aware Source Token Pruning
• ICML 2026Klein Hyperbolic Metric Learning
• ICLR 2026DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
• CVPR 2026AnchorFlow Training-Free 3D Editing via Latent Anchor-Aligned Flows
• NeurIPS 2025A$^3$E: Towards Compositional Model Editing
• ICML 2025DEALing with Image Reconstruction: Deep Attentive Least Squares
• ICLR 2025HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
• CVPR 2025AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
• NeurIPS 2024Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
• ICML 2024Counterfactual Image Editing
• ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
• CVPR 2024DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
• NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
• ICML 2023Random Shuffle Transformer for Image Restoration
• ICLR 2023Editing models with task arithmetic
• CVPR 20233D GAN Inversion With Facial Symmetry Prior
• NeurIPS 2026AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
• ICML 2026DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model
• ICLR 2026Energy-Regularized Sequential Model Editing on Hyperspheres
• CVPR 2026ChordEdit One-Step Low-Energy Transport for Image Editing

全部图像编辑论文

共 64 篇，第 1 / 2 页

1. CVPR 20233D Cinemagraphy From a Single Image
2. CVPR 20233D GAN Inversion With Facial Symmetry Prior
3. CVPR 2023Activating More Pixels in Image Super-Resolution Transformer
4. CVPR 2023AutoFocusFormer: Image Segmentation off the Grid
5. CVPR 2023Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack
6. CVPR 2023CoralStyleCLIP: Co-Optimized Region and Layer Selection for Image Editing
7. CVPR 2023CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
8. CVPR 2023Crowd3D: Towards Hundreds of People Reconstruction From a Single Image
9. CVPR 2023Deep Arbitrary-Scale Image Super-Resolution via Scale-Equivariance Pursuit
10. CVPR 2023Deep Curvilinear Editing: Commutative and Nonlinear Image Manipulation for Pretrained Deep Generative Model
11. CVPR 2023Deep Depth Estimation From Thermal Image
12. CVPR 2023Deep Random Projector: Accelerated Deep Image Prior
13. CVPR 2023Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint
14. CVPR 2023Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding
15. CVPR 2023DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
16. CVPR 2023Document Image Shadow Removal Guided by Color-Aware Background
17. CVPR 2023DynIBaR: Neural Dynamic Image-Based Rendering
18. CVPR 2023EditableNeRF: Editing Topologically Varying Neural Radiance Fields by Key Points
19. CVPR 2023Explaining Image Classifiers With Multiscale Directional Image Representation
20. CVPR 2023Frequency-Modulated Point Cloud Rendering With Easy Editing
21. CVPR 2023High-Fidelity Clothed Avatar Reconstruction From a Single Image
22. CVPR 2023Image Super-Resolution Using T-Tetromino Pixels
23. CVPR 2023ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing
24. CVPR 2023Imagic: Text-Based Real Image Editing With Diffusion Models
25. CVPR 2023InstructPix2Pix: Learning To Follow Image Editing Instructions
26. CVPR 2023Learned Image Compression With Mixed Transformer-CNN Architectures
27. CVPR 2023Learning a Simple Low-Light Image Enhancer From Paired Low-Light Instances
28. CVPR 2023Learning Bottleneck Concepts in Image Classification
29. CVPR 2023Local 3D Editing via 3D Distillation of CLIP Knowledge
30. CVPR 2023Model-Agnostic Gender Debiased Image Captioning
31. CVPR 2023NeuralEditor: Editing Neural Radiance Fields via Manipulating Point Clouds
32. CVPR 2023Non-Contrastive Learning Meets Language-Image Pre-Training
33. CVPR 2023NULL-Text Inversion for Editing Real Images Using Guided Diffusion Models
34. CVPR 2023NUWA-LIP: Language-Guided Image Inpainting With Defect-Free VQGAN
35. CVPR 2023OneFormer: One Transformer To Rule Universal Image Segmentation
36. CVPR 2023OSRT: Omnidirectional Image Super-Resolution With Distortion-Aware Transformer
37. CVPR 2023Paint by Example: Exemplar-Based Image Editing With Diffusion Models
38. CVPR 2023PaletteNeRF: Palette-Based Appearance Editing of Neural Radiance Fields
39. CVPR 2023PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations
40. CVPR 2023Perception-Oriented Single Image Super-Resolution Using Optimal Objective Estimation
41. CVPR 2023Perspective Fields for Single Image Camera Calibration
42. CVPR 2023Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval
43. CVPR 2023Polarized Color Image Denoising
44. CVPR 2023PREIM3D: 3D Consistent Precise Image Attribute Editing From a Single Image
45. CVPR 2023Raw Image Reconstruction With Learned Compact Metadata
46. CVPR 2023Realistic Saliency Guided Image Enhancement
47. CVPR 2023Referring Image Matting
48. CVPR 2023Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective
49. CVPR 2023RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
50. CVPR 2023Robust Unsupervised StyleGAN Image Restoration

常见问题

2023–2026 年四大会议一共有多少篇图像编辑论文？

共 692 篇，按年份分别是 2023 年 112 篇、2024 年 160 篇、2025 年 182 篇、2026 年 238 篇。

NeurIPS 2026 有多少篇图像编辑论文？

NeurIPS 2026 有 52 篇图像编辑论文，上一届是 45 篇。

ICLR 2026 有多少篇图像编辑论文？

ICLR 2026 有 40 篇图像编辑论文，上一届是 29 篇。

ICML 2026 有多少篇图像编辑论文？

ICML 2026 有 33 篇图像编辑论文，上一届是 11 篇。

CVPR 2026 有多少篇图像编辑论文？

CVPR 2026 有 113 篇图像编辑论文，上一届是 97 篇。

哪个会议的图像编辑论文最多？

CVPR，2023–2026 年共 364 篇。