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 3 / 5 页

  1. CVPR 2026Towards Training-free Scene Text Editing
  2. CVPR 2026UniDef Universal Defense Against Unauthorized Image Manipulation
  3. CVPR 2026UniEdit-I Training-free Image Editing for Unified VLM via Iterative Understanding
  4. CVPR 2026UniGen-1.5 Enhancing Image Generation and Editing through Reward Unification in
  5. CVPR 2026Unsafe2Safe Controllable Image Anonymization for Downstream Utility
  6. CVPR 2026V-RGBX Video Editing with Accurate Controls over Intrinsic Properties
  7. CVPR 2026Vinedresser3D Towards Agentic Text-guided 3D Editing
  8. CVPR 2026VINS-120K Ultra High-Resolution Image Editing with A Large-Scale Dataset
  9. CVPR 2026VisiLock Authorizing Instruction-based Image editing with Dual Score Distillation
  10. CVPR 2026VIVA VLM-Guided Instruction-Based Video Editing with Reward Optimization
  11. CVPR 2026What Matters in Practical Learned Image Compression
  12. CVPR 2026WiseEdit Benchmarking Cognition- and Creativity-Informed Image Editing
  13. CVPR 2026ZeroIDIR Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffusion
  14. ICLR 2026Charts Are Not Images: On the Challenges of Scientific Chart Editing
  15. ICLR 2026Consistent Text-to-Image Generation via Scene De-Contextualization
  16. ICLR 2026Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
  17. ICLR 2026Deconstructing Guidance: A Semantic Hierarchy for Precise Diffusion Model Editing
  18. ICLR 2026DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
  19. ICLR 2026Distributional Consistency Loss: Beyond Pointwise Data Terms in Inverse Problems
  20. ICLR 2026Does FLUX Already Know How to Perform Physically Plausible Image Composition?
  21. ICLR 2026DragFlow: Unleashing DiT Priors with Region-Based Supervision for Drag Editing
  22. ICLR 2026Dragging with Geometry: From Pixels to Geometry-Guided Image Editing
  23. ICLR 2026EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
  24. ICLR 2026EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling
  25. ICLR 2026EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
  26. ICLR 2026EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing
  27. ICLR 2026Energy-Regularized Sequential Model Editing on Hyperspheres
  28. ICLR 2026Factuality Matters: When Image Generation and Editing Meet Structured Visuals
  29. ICLR 2026FaSTA*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing
  30. ICLR 2026FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing
  31. ICLR 2026Follow-Your-Shape: Shape-Aware Image Editing via Trajectory-Guided Region Control
  32. ICLR 2026Free Lunch for Stabilizing Rectified Flow Inversion
  33. ICLR 2026Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers
  34. ICLR 2026IC-Custom: Diverse Image Customization via In-Context Learning
  35. ICLR 2026IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
  36. ICLR 2026LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing
  37. ICLR 2026LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence
  38. ICLR 2026Learning an Image Editing Model without Image Editing Pairs
  39. ICLR 2026Nano3D: A Training-Free Approach for Efficient 3D Editing Without Masks
  40. ICLR 2026OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation
  41. ICLR 2026PICABench: How Far are We from Physical Realistic Image Editing?
  42. ICLR 2026PICS: Pairwise Image Compositing with Spatial Interactions
  43. ICLR 2026Pixel-Perfect Puppetry: Precision-Guided Enhancement for Face Image and Video Editing
  44. ICLR 2026Positional Encoding Field
  45. ICLR 2026Reconstruction Alignment Improves Unified Multimodal Models
  46. ICLR 2026RegionE: Adaptive Region-Aware Generation for Efficient Image Editing
  47. ICLR 2026TINKER: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization
  48. ICLR 2026Training-Free Reward-Guided Image Editing via Trajectory Optimal Control
  49. ICLR 2026Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
  50. ICLR 2026VINCIE: Unlocking In-context Image Editing from Video

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