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 6 / 14 页

  1. CVPR 2025DarkIR: Robust Low-Light Image Restoration
  2. CVPR 2025Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators
  3. CVPR 2025DiffLocks: Generating 3D Hair from a Single Image using Diffusion Models
  4. CVPR 2025Dragin3D: Image Editing by Dragging in 3D Space
  5. CVPR 2025DreamOmni: Unified Image Generation and Editing
  6. CVPR 2025Dual Prompting Image Restoration with Diffusion Transformers
  7. CVPR 2025Dynamic Motion Blending for Versatile Motion Editing
  8. CVPR 2025Easy-editable Image Vectorization with Multi-layer Multi-scale Distributed Visual Feature Embedding
  9. CVPR 2025Efficient Dynamic Scene Editing via 4D Gaussian-based Static-Dynamic Separation
  10. CVPR 2025EmoEdit: Evoking Emotions through Image Manipulation
  11. CVPR 2025FADE: Frequency-Aware Diffusion Model Factorization for Video Editing
  12. CVPR 2025FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing
  13. CVPR 2025FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation
  14. CVPR 2025FFaceNeRF: Few-shot Face Editing in Neural Radiance Fields
  15. CVPR 2025FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity
  16. CVPR 2025FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model
  17. CVPR 2025Fitted Neural Lossless Image Compression
  18. CVPR 2025FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training
  19. CVPR 2025Floating No More: Object-Ground Reconstruction from a Single Image
  20. CVPR 2025FluxSpace: Disentangled Semantic Editing in Rectified Flow Models
  21. CVPR 2025From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective
  22. CVPR 2025Generative Image Layer Decomposition with Visual Effects
  23. CVPR 2025GenVDM: Generating Vector Displacement Maps From a Single Image
  24. CVPR 2025GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing
  25. CVPR 2025Gyro-based Neural Single Image Deblurring
  26. CVPR 2025h-Edit: Effective and Flexible Diffusion-Based Editing via Doob's h-Transform
  27. CVPR 2025HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
  28. CVPR 2025Hiding Images in Diffusion Models by Editing Learned Score Functions
  29. CVPR 2025HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
  30. CVPR 2025IDOL: Instant Photorealistic 3D Human Creation from a Single Image
  31. CVPR 2025Image Reconstruction from Readout-Multiplexed Single-Photon Detector Arrays
  32. CVPR 2025Improving Editability in Image Generation with Layer-wise Memory
  33. CVPR 2025InsightEdit: Towards Better Instruction Following for Image Editing
  34. CVPR 2025Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects
  35. CVPR 2025Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning
  36. CVPR 2025Instruction-based Image Manipulation by Watching How Things Move
  37. CVPR 2025Interpretable Image Classification via Non-parametric Part Prototype Learning
  38. CVPR 2025JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
  39. CVPR 2025Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
  40. CVPR 2025Layered Image Vectorization via Semantic Simplification
  41. CVPR 2025Learned Image Compression with Dictionary-based Entropy Model
  42. CVPR 2025Learning Partonomic 3D Reconstruction from Image Collections
  43. CVPR 2025Less is More: Efficient Image Vectorization with Adaptive Parameterization
  44. CVPR 2025MagicQuill: An Intelligent Interactive Image Editing System
  45. CVPR 2025MATCHA: Towards Matching Anything
  46. CVPR 2025MINIMA: Modality Invariant Image Matching
  47. CVPR 2025MoEdit: On Learning Quantity Perception for Multi-object Image Editing
  48. CVPR 2025Multi-focal Conditioned Latent Diffusion for Person Image Synthesis
  49. CVPR 2025Multirate Neural Image Compression with Adaptive Lattice Vector Quantization
  50. CVPR 2025Navigating Image Restoration with VAR's Distribution Alignment Prior

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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