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 692 篇，第 11 / 14 页

  1. CVPR 2024TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing
  2. CVPR 2024Towards Backward-Compatible Continual Learning of Image Compression
  3. CVPR 2024Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization
  4. CVPR 2024Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
  5. CVPR 2024UniHuman: A Unified Model For Editing Human Images in the Wild
  6. CVPR 2024Universal Segmentation at Arbitrary Granularity with Language Instruction
  7. CVPR 2024Unsupervised 3D Structure Inference from Category-Specific Image Collections
  8. CVPR 2024Video-P2P: Video Editing with Cross-attention Control
  9. CVPR 2024VidToMe: Video Token Merging for Zero-Shot Video Editing
  10. CVPR 2024ZONE: Zero-Shot Instruction-Guided Local Editing
  11. ICLR 2024BadEdit: Backdooring Large Language Models by Model Editing
  12. ICLR 2024Circumventing Concept Erasure Methods For Text-To-Image Generative Models
  13. ICLR 2024Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
  14. ICLR 2024DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
  15. ICLR 2024DreamClean: Restoring Clean Image Using Deep Diffusion Prior
  16. ICLR 2024ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
  17. ICLR 2024Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
  18. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  19. ICLR 2024From Posterior Sampling to Meaningful Diversity in Image Restoration
  20. ICLR 2024Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
  21. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
  22. ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
  23. ICLR 2024Image Inpainting via Tractable Steering of Diffusion Models
  24. ICLR 2024Image Translation as Diffusion Visual Programmers
  25. ICLR 2024InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
  26. ICLR 2024Less is More: Fewer Interpretable Region via Submodular Subset Selection
  27. ICLR 2024Massive Editing for Large Language Models via Meta Learning
  28. ICLR 2024Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
  29. ICLR 2024Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
  30. ICLR 2024Object-Aware Inversion and Reassembly for Image Editing
  31. ICLR 2024PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
  32. ICLR 2024Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
  33. ICLR 2024The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
  34. ICLR 2024Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
  35. ICML 2024Compositional Image Decomposition with Diffusion Models
  36. ICML 2024Counterfactual Image Editing
  37. ICML 2024Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
  38. ICML 2024Image Clustering with External Guidance
  39. ICML 2024Lightweight Image Super-Resolution via Flexible Meta Pruning
  40. ICML 2024MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
  41. ICML 2024Neighboring Perturbations of Knowledge Editing on Large Language Models
  42. ICML 2024On Mechanistic Knowledge Localization in Text-to-Image Generative Models
  43. ICML 2024Optimal Eye Surgeon: Finding image priors through sparse generators at initialization
  44. ICML 2024Position: What makes an image realistic?
  45. ICML 2024Scalable Pre-training of Large Autoregressive Image Models
  46. ICML 2024Scale-Free Image Keypoints Using Differentiable Persistent Homology
  47. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
  48. NeurIPS 2024Benchmarking Counterfactual Image Generation
  49. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
  50. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation

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。

「多模态生成」下的其他主题