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 112 篇，第 2 / 3 页

  1. CVPR 2023Scaling Up GANs for Text-to-Image Synthesis
  2. CVPR 2023SIEDOB: Semantic Image Editing by Disentangling Object and Background
  3. CVPR 2023SINE: Semantic-Driven Image-Based NeRF Editing With Prior-Guided Editing Field
  4. CVPR 2023SINE: SINgle Image Editing With Text-to-Image Diffusion Models
  5. CVPR 2023Single Image Backdoor Inversion via Robust Smoothed Classifiers
  6. CVPR 2023Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image
  7. CVPR 2023StyleRes: Transforming the Residuals for Real Image Editing With StyleGAN
  8. CVPR 2023Text-Guided Unsupervised Latent Transformation for Multi-Attribute Image Manipulation
  9. CVPR 2023UMat: Uncertainty-Aware Single Image High Resolution Material Capture
  10. CVPR 2023Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models
  11. CVPR 2023Unpaired Image-to-Image Translation With Shortest Path Regularization
  12. CVPR 2023VIVE3D: Viewpoint-Independent Video Editing Using 3D-Aware GANs
  13. CVPR 2023WeatherStream: Light Transport Automation of Single Image Deweathering
  14. CVPR 2023You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement
  15. ICLR 2023Active Image Indexing
  16. ICLR 2023DiffEdit: Diffusion-based semantic image editing with mask guidance
  17. ICLR 2023Diffusion Models Already Have A Semantic Latent Space
  18. ICLR 2023Editing models with task arithmetic
  19. ICLR 2023Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
  20. ICLR 2023Image as Set of Points
  21. ICLR 2023Interactive Portrait Harmonization
  22. ICLR 2023Mass-Editing Memory in a Transformer
  23. ICLR 2023Neural Groundplans: Persistent Neural Scene Representations from a Single Image
  24. ICLR 2023Neural Implicit Shape Editing using Boundary Sensitivity
  25. ICLR 2023PaLI: A Jointly-Scaled Multilingual Language-Image Model
  26. ICLR 2023PEER: A Collaborative Language Model
  27. ICLR 2023Prompt-to-Prompt Image Editing with Cross-Attention Control
  28. ICLR 2023The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image
  29. ICLR 2023Transformer-Patcher: One Mistake Worth One Neuron
  30. ICML 2023Data Representations' Study of Latent Image Manifolds
  31. ICML 2023Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations
  32. ICML 2023I$^2$SB: Image-to-Image Schrödinger Bridge
  33. ICML 2023Image Restoration with Mean-Reverting Stochastic Differential Equations
  34. ICML 2023Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression
  35. ICML 2023Raising the Cost of Malicious AI-Powered Image Editing
  36. ICML 2023Random Shuffle Transformer for Image Restoration
  37. ICML 2023Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
  38. NeurIPS 2023A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
  39. NeurIPS 2023A Unified Conditional Framework for Diffusion-based Image Restoration
  40. NeurIPS 2023ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
  41. NeurIPS 2023Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning?
  42. NeurIPS 2023Collaborative Score Distillation for Consistent Visual Editing
  43. NeurIPS 2023Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
  44. NeurIPS 2023Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image
  45. NeurIPS 2023Diffusion Self-Guidance for Controllable Image Generation
  46. NeurIPS 2023Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
  47. NeurIPS 2023Emergent Correspondence from Image Diffusion
  48. NeurIPS 2023Idempotent Learned Image Compression with Right-Inverse
  49. NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  50. NeurIPS 2023MagicBrush: A Manually Annotated Dataset for Instruction-Guided 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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