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 364 篇，第 4 / 8 页

  1. CVPR 2025h-Edit: Effective and Flexible Diffusion-Based Editing via Doob's h-Transform
  2. CVPR 2025HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
  3. CVPR 2025Hiding Images in Diffusion Models by Editing Learned Score Functions
  4. CVPR 2025HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
  5. CVPR 2025IDOL: Instant Photorealistic 3D Human Creation from a Single Image
  6. CVPR 2025Image Reconstruction from Readout-Multiplexed Single-Photon Detector Arrays
  7. CVPR 2025Improving Editability in Image Generation with Layer-wise Memory
  8. CVPR 2025InsightEdit: Towards Better Instruction Following for Image Editing
  9. CVPR 2025Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects
  10. CVPR 2025Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning
  11. CVPR 2025Instruction-based Image Manipulation by Watching How Things Move
  12. CVPR 2025Interpretable Image Classification via Non-parametric Part Prototype Learning
  13. CVPR 2025JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
  14. CVPR 2025Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
  15. CVPR 2025Layered Image Vectorization via Semantic Simplification
  16. CVPR 2025Learned Image Compression with Dictionary-based Entropy Model
  17. CVPR 2025Learning Partonomic 3D Reconstruction from Image Collections
  18. CVPR 2025Less is More: Efficient Image Vectorization with Adaptive Parameterization
  19. CVPR 2025MagicQuill: An Intelligent Interactive Image Editing System
  20. CVPR 2025MATCHA: Towards Matching Anything
  21. CVPR 2025MINIMA: Modality Invariant Image Matching
  22. CVPR 2025MoEdit: On Learning Quantity Perception for Multi-object Image Editing
  23. CVPR 2025Multi-focal Conditioned Latent Diffusion for Person Image Synthesis
  24. CVPR 2025Multirate Neural Image Compression with Adaptive Lattice Vector Quantization
  25. CVPR 2025Navigating Image Restoration with VAR's Distribution Alignment Prior
  26. CVPR 2025OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking
  27. CVPR 2025Pathways on the Image Manifold: Image Editing via Video Generation
  28. CVPR 2025Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy
  29. CVPR 2025PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description
  30. CVPR 2025PhysGen3D: Crafting a Miniature Interactive World from a Single Image
  31. CVPR 2025PICD: Versatile Perceptual Image Compression with Diffusion Rendering
  32. CVPR 2025PrEditor3D: Fast and Precise 3D Shape Editing
  33. CVPR 2025Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing
  34. CVPR 2025Probability Density Geodesics in Image Diffusion Latent Space
  35. CVPR 2025PS-Diffusion: Photorealistic Subject-Driven Image Editing with Disentangled Control and Attention
  36. CVPR 2025QMambaBSR: Burst Image Super-Resolution with Query State Space Model
  37. CVPR 2025RealEdit: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations
  38. CVPR 2025Reference-Based 3D-Aware Image Editing with Triplanes
  39. CVPR 2025ScribbleLight: Single Image Indoor Relighting with Scribbles
  40. CVPR 2025Stable Flow: Vital Layers for Training-Free Image Editing
  41. CVPR 2025Style-Editor: Text-driven Object-centric Style Editing
  42. CVPR 2025SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion
  43. CVPR 2025Targeted Forgetting of Image Subgroups in CLIP Models
  44. CVPR 2025Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution
  45. CVPR 2025Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction
  46. CVPR 2025The Power of Context: How Multimodality Improves Image Super-Resolution
  47. CVPR 2025Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
  48. CVPR 2025Towards All-in-One Medical Image Re-Identification
  49. CVPR 2025Towards In-the-wild 3D Plane Reconstruction from a Single Image
  50. CVPR 2025Towards Scalable Human-aligned Benchmark for Text-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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