图像编辑论文趋势 2023–2026

指令编辑

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 692 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

图像编辑论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20232515864112
202433241390160
202545291197182
2026524033113238

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

全部图像编辑论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 364 篇，第 5 / 8 页

  1. CVPR 2025UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
  2. CVPR 2025UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics
  3. CVPR 2025Unity in Diversity: Video Editing via Gradient-Latent Purification
  4. CVPR 2025UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image
  5. CVPR 2025Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing
  6. CVPR 2025VideoDirector: Precise Video Editing via Text-to-Video Models
  7. CVPR 2025VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative Priors
  8. CVPR 2025Visual Prompting for One-shot Controllable Video Editing without Inversion
  9. CVPR 2025Visual Representation Learning through Causal Intervention for Controllable Image Editing
  10. CVPR 2025Your ViT is Secretly an Image Segmentation Model
  11. CVPR 20243D-Aware Face Editing via Warping-Guided Latent Direction Learning
  12. CVPR 2024AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
  13. CVPR 2024Anatomically Constrained Implicit Face Models
  14. CVPR 2024AnyDoor: Zero-shot Object-level Image Customization
  15. CVPR 2024Automatic Controllable Colorization via Imagination
  16. CVPR 2024Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
  17. CVPR 2024BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image
  18. CVPR 2024Blind Image Quality Assessment Based on Geometric Order Learning
  19. CVPR 2024Boosting Image Restoration via Priors from Pre-trained Models
  20. CVPR 2024Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations
  21. CVPR 2024CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
  22. CVPR 2024ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing
  23. CVPR 2024Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
  24. CVPR 2024CoralSCOP: Segment any COral Image on this Planet
  25. CVPR 2024Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
  26. CVPR 2024Describing Differences in Image Sets with Natural Language
  27. CVPR 2024DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
  28. CVPR 2024Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  29. CVPR 2024Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing
  30. CVPR 2024DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks
  31. CVPR 2024Doubly Abductive Counterfactual Inference for Text-based Image Editing
  32. CVPR 2024Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation
  33. CVPR 2024DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
  34. CVPR 2024DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
  35. CVPR 2024Edit One for All: Interactive Batch Image Editing
  36. CVPR 2024Emu Edit: Precise Image Editing via Recognition and Generation Tasks
  37. CVPR 2024Estimating Extreme 3D Image Rotations using Cascaded Attention
  38. CVPR 2024FlowIE: Efficient Image Enhancement via Rectified Flow
  39. CVPR 2024Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation
  40. CVPR 2024Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification
  41. CVPR 2024FreeDrag: Feature Dragging for Reliable Point-based Image Editing
  42. CVPR 2024GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions
  43. CVPR 2024GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image
  44. CVPR 2024GenesisTex: Adapting Image Denoising Diffusion to Texture Space
  45. CVPR 2024HIVE: Harnessing Human Feedback for Instructional Visual Editing
  46. CVPR 2024Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image
  47. CVPR 2024ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
  48. CVPR 2024IDGuard: Robust General Identity-centric POI Proactive Defense Against Face Editing Abuse
  49. CVPR 2024Image Neural Field Diffusion Models
  50. CVPR 2024Image Processing GNN: Breaking Rigidity in Super-Resolution

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查图像编辑在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "image-editing"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

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。

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