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 238 篇，第 2 / 5 页

  1. CVPR 2026InstantRetouch Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space
  2. CVPR 2026InstructMix2Mix Consistent Sparse-View Editing Through Multi-View Model Personalization
  3. CVPR 2026Inter-Edit First Benchmark for Interactive Instruction-Based Image Editing
  4. CVPR 2026IntrinsicWeather Controllable Weather Editing in Intrinsic Space
  5. CVPR 2026JarvisEvo Towards a Self-Evolving Photo Editing Agent with Synergistic Editor-Evaluator
  6. CVPR 2026Kontinuous Kontext Continuous Strength Control for Instruction-based Image Editing
  7. CVPR 2026Language-Free Generative Editing from One Visual Example
  8. CVPR 2026Leveraging Verifier-Based Reinforcement Learning in Image Editing
  9. CVPR 2026Linear Image Generation by Synthesizing Exposure Brackets
  10. CVPR 2026Low-Resolution Editing is All You Need for High-Resolution Editing
  11. CVPR 2026MagicQuill V2 Precise and Interactive Image Editing with Layered Visual
  12. CVPR 2026Masked Region Transformer for Layered Image Generation and Editing at
  13. CVPR 2026Meta-CoT Enhancing Granularity and Generalization in Image Editing
  14. CVPR 2026Missing No More Dictionary-Guided Cross-Modal Image Fusion under Missing Infrared
  15. CVPR 2026MMDIR Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration
  16. CVPR 2026More Than Meets the Eye A Unified Image Fusion Framework
  17. CVPR 2026MotionEdit Benchmarking and Learning Motion-Centric Image Editing
  18. CVPR 2026MotionV2V Editing Motion in a Video
  19. CVPR 2026MultiAnimate Pose-Guided Image Animation Made Extensible
  20. CVPR 2026NEAF Natural Image Editing with Attention Fusion for Generalizable Test-time
  21. CVPR 2026NI-Tex Non-isometric Image-based Garment Texture Generation
  22. CVPR 2026NOVA Sparse Control Dense Synthesis for Pair-Free Video Editing
  23. CVPR 2026ObjectMorpher 3D-Aware Image Editing via Deformable 3DGS
  24. CVPR 2026Omni IIE Bench Benchmarking the Practical Capabilities of Image Editing
  25. CVPR 2026Omni-3DEdit Generalized Versatile 3D Editing in One-Pass
  26. CVPR 2026OPRO Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation
  27. CVPR 2026OrionEdit Bridging Reference and Source Images for Generalized Cross-Image Editing
  28. CVPR 2026Personalized Image Descriptions from Attention Sequences
  29. CVPR 2026PhaSR Generalized Image Shadow Removal with Physically Aligned Priors
  30. CVPR 2026PhotoFramer Multi-modal Image Composition Instruction
  31. CVPR 2026Pico-Banana-400K A Large-Scale Dataset for Text-Guided Image Editing
  32. CVPR 2026Progress by Pieces Test-Time Scaling for Autoregressive Image Generation
  33. CVPR 2026Qwen-Image-Layered Towards Inherent Editability via Layer Decomposition
  34. CVPR 2026ReasonEdit Towards Reasoning-Enhanced Image Editing Models
  35. CVPR 2026ReasonX MLLM-Guided Intrinsic Image Decomposition
  36. CVPR 2026Refacade Editing Object with Given Reference Texture
  37. CVPR 2026Reflection Separation from a Single Image via Joint Latent Diffusion
  38. CVPR 2026ReflexSplit Single Image Reflection Separation via Layer Fusion-Separation
  39. CVPR 2026Rel-Zero Harnessing Patch-Pair Invariance for Robust Zero-Watermarking Against AI Editing
  40. CVPR 2026RetouchIQ MLLM Agents for Instruction-Based Image Retouching with Generalist Reward
  41. CVPR 2026RewardFlow Generate Images by Optimizing What You Reward
  42. CVPR 2026RFDM Residual Flow Diffusion Models for Video Editing
  43. CVPR 2026Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset
  44. CVPR 2026Self-Corrected Image Generation with Explainable Latent Rewards
  45. CVPR 2026SkyReels-Text Fine-Grained Font-Controllable Text Editing for Poster Design
  46. CVPR 2026SliderEdit Continuous Image Editing with Fine-Grained Instruction Control
  47. CVPR 2026SpotEdit Selective Region Editing in Diffusion Transformers
  48. CVPR 2026The Devil is in Attention Sharing Improving Complex Non-rigid Image
  49. CVPR 2026Towards High-Quality Image Segmentation Improving Topology Accuracy by Penalizing Neighbor
  50. CVPR 2026Towards Robust Sequential Decomposition for Complex Image Editing

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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