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 108 篇，第 2 / 3 页

  1. ICLR 2025Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
  2. ICLR 2025GDrag:Towards General-Purpose Interactive Editing with Anti-ambiguity Point Diffusion
  3. ICLR 2025Generalized Consistency Trajectory Models for Image Manipulation
  4. ICLR 2025GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models
  5. ICLR 2025HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
  6. ICLR 2025InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation
  7. ICLR 2025InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences
  8. ICLR 2025IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis
  9. ICLR 2025Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models
  10. ICLR 2025MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
  11. ICLR 2025Multi-Reward as Condition for Instruction-based Image Editing
  12. ICLR 2025OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
  13. ICLR 2025Perturbation-Restrained Sequential Model Editing
  14. ICLR 2025PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing
  15. ICLR 2025Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances
  16. ICLR 2025Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
  17. ICLR 2025Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
  18. ICLR 2025ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge
  19. ICLR 2025Uncovering Overfitting in Large Language Model Editing
  20. ICLR 2024BadEdit: Backdooring Large Language Models by Model Editing
  21. ICLR 2024Circumventing Concept Erasure Methods For Text-To-Image Generative Models
  22. ICLR 2024Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
  23. ICLR 2024DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
  24. ICLR 2024DreamClean: Restoring Clean Image Using Deep Diffusion Prior
  25. ICLR 2024ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
  26. ICLR 2024Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
  27. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  28. ICLR 2024From Posterior Sampling to Meaningful Diversity in Image Restoration
  29. ICLR 2024Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
  30. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
  31. ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
  32. ICLR 2024Image Inpainting via Tractable Steering of Diffusion Models
  33. ICLR 2024Image Translation as Diffusion Visual Programmers
  34. ICLR 2024InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
  35. ICLR 2024Less is More: Fewer Interpretable Region via Submodular Subset Selection
  36. ICLR 2024Massive Editing for Large Language Models via Meta Learning
  37. ICLR 2024Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
  38. ICLR 2024Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
  39. ICLR 2024Object-Aware Inversion and Reassembly for Image Editing
  40. ICLR 2024PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
  41. ICLR 2024Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
  42. ICLR 2024The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
  43. ICLR 2024Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
  44. ICLR 2023Active Image Indexing
  45. ICLR 2023DiffEdit: Diffusion-based semantic image editing with mask guidance
  46. ICLR 2023Diffusion Models Already Have A Semantic Latent Space
  47. ICLR 2023Editing models with task arithmetic
  48. ICLR 2023Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
  49. ICLR 2023Image as Set of Points
  50. ICLR 2023Interactive Portrait Harmonization

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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