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 113 篇，第 1 / 3 页

  1. CVPR 20263D-LATTE Latent Space 3D Editing from Textual Instructions
  2. CVPR 2026AnchorFlow Training-Free 3D Editing via Latent Anchor-Aligned Flows
  3. CVPR 2026Beyond Tie Points Satellite Image Block Adjustment based on Dense
  4. CVPR 2026BiFM Bidirectional Flow Matching for Few-Step Image Editing and Generation
  5. CVPR 2026BlackMirror Black-Box Backdoor Detection for Text-to-Image Models via Instruction-Response Deviation
  6. CVPR 2026Block-based Learned Image Compression without Blocking Artifacts
  7. CVPR 2026CaptionQA Is Your Caption as Useful as the Image Itself
  8. CVPR 2026CARE-Edit Condition-Aware Routing of Experts for Contextual Image Editing
  9. CVPR 2026Catalyst4D High-Fidelity 3D-to-4D Scene Editing via Dynamic Propagation
  10. CVPR 2026ChordEdit One-Step Low-Energy Transport for Image Editing
  11. CVPR 2026CogniEdit Dense Gradient Flow Optimization for Fine-Grained Image Editing
  12. CVPR 2026CoLoGen Progressive Learning of Concept-Localization Duality for Unified Image Generation
  13. CVPR 2026CompBench Benchmarking Complex Instruction-guided Image Editing
  14. CVPR 2026CoT-Edit Let CoT Guide Instruction Video Editing
  15. CVPR 2026Coupled Diffusion Sampling for Training-Free Multi-View Image Editing
  16. CVPR 2026CREval An Automated Interpretable Evaluation for Creative Image Manipulation under
  17. CVPR 2026Delta Rectified Flow Sampling for Text-to-Image Editing
  18. CVPR 2026DemoFunGrasp Universal Dexterous Functional Grasping via Demonstration-Editing Reinforcement Learning
  19. CVPR 2026Detect Any AI-Counterfeited Text Image
  20. CVPR 2026Disentangling to Re-couple Resolving the Similarity-Controllability Paradox in Subject-Driven Text-to-Image
  21. CVPR 2026Does YOLO Really Need to See Every Training Image in
  22. CVPR 2026DreamOmni2 Multimodal Instruction-based Generation and Editing
  23. CVPR 2026DreamSR Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion
  24. CVPR 2026DSCA Dynamic Subspace Concept Alignment for Lifelong VLM Editing
  25. CVPR 2026Dynamic Exposure Burst Image Restoration
  26. CVPR 2026Easy3E Feed-Forward 3D Asset Editing via Rectified Voxel Flow
  27. CVPR 2026EasyV2V A High-quality Instruction-based Video Editing Framework
  28. CVPR 2026Edit-As-Act Goal-Regressive Planning for Open-Vocabulary 3D Indoor Scene Editing
  29. CVPR 2026Edit2Perceive Image Editing Diffusion Models Are Strong Dense Perceivers
  30. CVPR 2026EditMGT Unleashing Potentials of Masked Generative Transformers in Image Editing
  31. CVPR 2026Editprint General Digital Image Forensics via Editing Fingerprint with Self-Augmentation
  32. CVPR 2026EmoStyle Emotion-Driven Image Stylization
  33. CVPR 2026Enhancing Unregistered Hyperspectral Image Super-Resolution via Unmixing-based Abundance Fusion Learning
  34. CVPR 2026Fine-grained Image Aesthetic Assessment Learning Discriminative Scores from Relative Ranks
  35. CVPR 2026FlashIn Fast and Accurate Image Inversion for Real-time Image Editing
  36. CVPR 2026FlowDC Flow-Based Decoupling-Decay for Complex Image Editing
  37. CVPR 2026Focus Dont Prune Identifying Instruction-Relevant Regions for Information-Rich Image Understanding
  38. CVPR 2026Forensic-Friendly Image Manipulation via Controllable Latent Diffusion
  39. CVPR 2026FreqEdit Preserving High-Frequency Features for Robust Multi-Turn Image Editing
  40. CVPR 2026From Scale to Speed Adaptive Test-Time Scaling for Image Editing
  41. CVPR 2026Generative Video Motion Editing with 3D Point Tracks
  42. CVPR 2026GFRRN Explore the Gaps in Single Image Reflection Removal
  43. CVPR 2026Group Editing Edit Multiple Images in One Go
  44. CVPR 2026HierEdit Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing
  45. CVPR 2026Hist2Style Histogram-Guided Stylization with Bilateral Grids
  46. CVPR 2026HulluEdit Single-Pass Evidence-Consistent Subspace Editing for Mitigating Hallucinations in Large
  47. CVPR 2026I2I-Bench A Comprehensive Benchmark Suite for Image-to-Image Editing Models
  48. CVPR 2026Image-based Outlier Synthesis With Training Data
  49. CVPR 2026Image-Guided Geometric Stylization of 3D Meshes
  50. CVPR 2026iMontage Unified Versatile Highly Dynamic Many-to-many Image Generation

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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