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 160 篇，第 2 / 4 页

  1. CVPR 2024LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
  2. CVPR 2024Learned Lossless Image Compression based on Bit Plane Slicing
  3. CVPR 2024LEDITS++: Limitless Image Editing using Text-to-Image Models
  4. CVPR 2024MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers
  5. CVPR 2024Material Palette: Extraction of Materials from a Single Image
  6. CVPR 2024MultiDiff: Consistent Novel View Synthesis from a Single Image
  7. CVPR 2024Navigating Beyond Dropout: An Intriguing Solution towards Generalizable Image Super Resolution
  8. CVPR 2024NOPE: Novel Object Pose Estimation from a Single Image
  9. CVPR 2024On Exact Inversion of DPM-Solvers
  10. CVPR 2024PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor
  11. CVPR 2024Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing
  12. CVPR 2024PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns
  13. CVPR 2024PIGEON: Predicting Image Geolocations
  14. CVPR 2024Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
  15. CVPR 2024Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following
  16. CVPR 2024Referring Image Editing: Object-level Image Editing via Referring Expressions
  17. CVPR 2024Revisiting Single Image Reflection Removal In the Wild
  18. CVPR 2024SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing
  19. CVPR 2024SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image
  20. CVPR 2024Shadow-Enlightened Image Outpainting
  21. CVPR 2024SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds
  22. CVPR 2024ShapeWalk: Compositional Shape Editing Through Language-Guided Chains
  23. CVPR 2024SinSR: Diffusion-Based Image Super-Resolution in a Single Step
  24. CVPR 2024SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models
  25. CVPR 2024Splatter Image: Ultra-Fast Single-View 3D Reconstruction
  26. CVPR 2024StrokeFaceNeRF: Stroke-based Facial Appearance Editing in Neural Radiance Field
  27. CVPR 2024StyLitGAN: Image-Based Relighting via Latent Control
  28. CVPR 2024Text-Driven Image Editing via Learnable Regions
  29. CVPR 2024TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields
  30. CVPR 2024The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
  31. CVPR 2024TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing
  32. CVPR 2024Towards Backward-Compatible Continual Learning of Image Compression
  33. CVPR 2024Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization
  34. CVPR 2024Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
  35. CVPR 2024UniHuman: A Unified Model For Editing Human Images in the Wild
  36. CVPR 2024Universal Segmentation at Arbitrary Granularity with Language Instruction
  37. CVPR 2024Unsupervised 3D Structure Inference from Category-Specific Image Collections
  38. CVPR 2024Video-P2P: Video Editing with Cross-attention Control
  39. CVPR 2024VidToMe: Video Token Merging for Zero-Shot Video Editing
  40. CVPR 2024ZONE: Zero-Shot Instruction-Guided Local Editing
  41. ICLR 2024BadEdit: Backdooring Large Language Models by Model Editing
  42. ICLR 2024Circumventing Concept Erasure Methods For Text-To-Image Generative Models
  43. ICLR 2024Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
  44. ICLR 2024DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
  45. ICLR 2024DreamClean: Restoring Clean Image Using Deep Diffusion Prior
  46. ICLR 2024ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
  47. ICLR 2024Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
  48. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  49. ICLR 2024From Posterior Sampling to Meaningful Diversity in Image Restoration
  50. ICLR 2024Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models

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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