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 692 篇，第 9 / 14 页

  1. NeurIPS 2025Model Editing for Vision Transformers
  2. NeurIPS 2025NEP: Autoregressive Image Editing via Next Editing Token Prediction
  3. NeurIPS 2025Neural-Driven Image Editing
  4. NeurIPS 2025One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
  5. NeurIPS 2025PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
  6. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
  7. NeurIPS 2025Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
  8. NeurIPS 2025Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image Services
  9. NeurIPS 2025PIVNO: Particle Image Velocimetry Neural Operator
  10. NeurIPS 2025PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
  11. NeurIPS 2025Precise Diffusion Inversion: Towards Novel Samples and Few-Step Models
  12. NeurIPS 2025Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
  13. NeurIPS 2025Rethinking Residual Distribution in Locate-then-Edit Model Editing
  14. NeurIPS 2025Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
  15. NeurIPS 2025Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
  16. NeurIPS 2025SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing
  17. NeurIPS 2025Stratify or Die: Rethinking Data Splits in Image Segmentation
  18. NeurIPS 2025Towards Reliable Identification of Diffusion-based Image Manipulations
  19. NeurIPS 2025Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
  20. NeurIPS 2025VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
  21. CVPR 20243D-Aware Face Editing via Warping-Guided Latent Direction Learning
  22. CVPR 2024AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
  23. CVPR 2024Anatomically Constrained Implicit Face Models
  24. CVPR 2024AnyDoor: Zero-shot Object-level Image Customization
  25. CVPR 2024Automatic Controllable Colorization via Imagination
  26. CVPR 2024Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
  27. CVPR 2024BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image
  28. CVPR 2024Blind Image Quality Assessment Based on Geometric Order Learning
  29. CVPR 2024Boosting Image Restoration via Priors from Pre-trained Models
  30. CVPR 2024Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations
  31. CVPR 2024CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
  32. CVPR 2024ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing
  33. CVPR 2024Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
  34. CVPR 2024CoralSCOP: Segment any COral Image on this Planet
  35. CVPR 2024Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
  36. CVPR 2024Describing Differences in Image Sets with Natural Language
  37. CVPR 2024DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
  38. CVPR 2024Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  39. CVPR 2024Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing
  40. CVPR 2024DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks
  41. CVPR 2024Doubly Abductive Counterfactual Inference for Text-based Image Editing
  42. CVPR 2024Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation
  43. CVPR 2024DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
  44. CVPR 2024DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
  45. CVPR 2024Edit One for All: Interactive Batch Image Editing
  46. CVPR 2024Emu Edit: Precise Image Editing via Recognition and Generation Tasks
  47. CVPR 2024Estimating Extreme 3D Image Rotations using Cascaded Attention
  48. CVPR 2024FlowIE: Efficient Image Enhancement via Rectified Flow
  49. CVPR 2024Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation
  50. CVPR 2024Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification

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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