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 3 / 4 页

  1. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
  2. ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
  3. ICLR 2024Image Inpainting via Tractable Steering of Diffusion Models
  4. ICLR 2024Image Translation as Diffusion Visual Programmers
  5. ICLR 2024InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
  6. ICLR 2024Less is More: Fewer Interpretable Region via Submodular Subset Selection
  7. ICLR 2024Massive Editing for Large Language Models via Meta Learning
  8. ICLR 2024Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
  9. ICLR 2024Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
  10. ICLR 2024Object-Aware Inversion and Reassembly for Image Editing
  11. ICLR 2024PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
  12. ICLR 2024Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
  13. ICLR 2024The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
  14. ICLR 2024Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
  15. ICML 2024Compositional Image Decomposition with Diffusion Models
  16. ICML 2024Counterfactual Image Editing
  17. ICML 2024Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
  18. ICML 2024Image Clustering with External Guidance
  19. ICML 2024Lightweight Image Super-Resolution via Flexible Meta Pruning
  20. ICML 2024MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
  21. ICML 2024Neighboring Perturbations of Knowledge Editing on Large Language Models
  22. ICML 2024On Mechanistic Knowledge Localization in Text-to-Image Generative Models
  23. ICML 2024Optimal Eye Surgeon: Finding image priors through sparse generators at initialization
  24. ICML 2024Position: What makes an image realistic?
  25. ICML 2024Scalable Pre-training of Large Autoregressive Image Models
  26. ICML 2024Scale-Free Image Keypoints Using Differentiable Persistent Homology
  27. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
  28. NeurIPS 2024Benchmarking Counterfactual Image Generation
  29. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
  30. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
  31. NeurIPS 2024COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
  32. NeurIPS 2024DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
  33. NeurIPS 2024DisCEdit: Model Editing by Identifying Discriminative Components
  34. NeurIPS 2024Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
  35. NeurIPS 2024DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models
  36. NeurIPS 2024Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
  37. NeurIPS 2024FastDrag: Manipulate Anything in One Step
  38. NeurIPS 2024GFlowNet Assisted Biological Sequence Editing
  39. NeurIPS 2024HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
  40. NeurIPS 2024How Control Information Influences Multilingual Text Image Generation and Editing?
  41. NeurIPS 2024I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
  42. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
  43. NeurIPS 2024Interpreting the Weight Space of Customized Diffusion Models
  44. NeurIPS 2024Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
  45. NeurIPS 2024Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
  46. NeurIPS 2024MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
  47. NeurIPS 2024NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
  48. NeurIPS 2024Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
  49. NeurIPS 2024ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
  50. NeurIPS 2024Provable Editing of Deep Neural Networks using Parametric Linear Relaxation

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