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 90 篇，第 1 / 2 页

  1. CVPR 20243D-Aware Face Editing via Warping-Guided Latent Direction Learning
  2. CVPR 2024AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
  3. CVPR 2024Anatomically Constrained Implicit Face Models
  4. CVPR 2024AnyDoor: Zero-shot Object-level Image Customization
  5. CVPR 2024Automatic Controllable Colorization via Imagination
  6. CVPR 2024Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
  7. CVPR 2024BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image
  8. CVPR 2024Blind Image Quality Assessment Based on Geometric Order Learning
  9. CVPR 2024Boosting Image Restoration via Priors from Pre-trained Models
  10. CVPR 2024Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations
  11. CVPR 2024CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
  12. CVPR 2024ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing
  13. CVPR 2024Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
  14. CVPR 2024CoralSCOP: Segment any COral Image on this Planet
  15. CVPR 2024Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
  16. CVPR 2024Describing Differences in Image Sets with Natural Language
  17. CVPR 2024DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
  18. CVPR 2024Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  19. CVPR 2024Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing
  20. CVPR 2024DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks
  21. CVPR 2024Doubly Abductive Counterfactual Inference for Text-based Image Editing
  22. CVPR 2024Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation
  23. CVPR 2024DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
  24. CVPR 2024DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
  25. CVPR 2024Edit One for All: Interactive Batch Image Editing
  26. CVPR 2024Emu Edit: Precise Image Editing via Recognition and Generation Tasks
  27. CVPR 2024Estimating Extreme 3D Image Rotations using Cascaded Attention
  28. CVPR 2024FlowIE: Efficient Image Enhancement via Rectified Flow
  29. CVPR 2024Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation
  30. CVPR 2024Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification
  31. CVPR 2024FreeDrag: Feature Dragging for Reliable Point-based Image Editing
  32. CVPR 2024GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions
  33. CVPR 2024GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image
  34. CVPR 2024GenesisTex: Adapting Image Denoising Diffusion to Texture Space
  35. CVPR 2024HIVE: Harnessing Human Feedback for Instructional Visual Editing
  36. CVPR 2024Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image
  37. CVPR 2024ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
  38. CVPR 2024IDGuard: Robust General Identity-centric POI Proactive Defense Against Face Editing Abuse
  39. CVPR 2024Image Neural Field Diffusion Models
  40. CVPR 2024Image Processing GNN: Breaking Rigidity in Super-Resolution
  41. CVPR 2024Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance
  42. CVPR 2024Image Sculpting: Precise Object Editing with 3D Geometry Control
  43. CVPR 2024Improving Image Restoration through Removing Degradations in Textual Representations
  44. CVPR 2024Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance
  45. CVPR 2024In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing
  46. CVPR 2024Instruct 4D-to-4D: Editing 4D Scenes as Pseudo-3D Scenes Using 2D Diffusion
  47. CVPR 2024Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering
  48. CVPR 2024Inversion-Free Image Editing with Language-Guided Diffusion Models
  49. CVPR 2024LAENeRF: Local Appearance Editing for Neural Radiance Fields
  50. CVPR 2024Language-guided Image Reflection Separation

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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