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 155 篇，第 3 / 4 页

  1. NeurIPS 2024COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
  2. NeurIPS 2024DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
  3. NeurIPS 2024DisCEdit: Model Editing by Identifying Discriminative Components
  4. NeurIPS 2024Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
  5. NeurIPS 2024DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models
  6. NeurIPS 2024Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
  7. NeurIPS 2024FastDrag: Manipulate Anything in One Step
  8. NeurIPS 2024GFlowNet Assisted Biological Sequence Editing
  9. NeurIPS 2024HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
  10. NeurIPS 2024How Control Information Influences Multilingual Text Image Generation and Editing?
  11. NeurIPS 2024I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
  12. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
  13. NeurIPS 2024Interpreting the Weight Space of Customized Diffusion Models
  14. NeurIPS 2024Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
  15. NeurIPS 2024Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
  16. NeurIPS 2024MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
  17. NeurIPS 2024NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
  18. NeurIPS 2024Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
  19. NeurIPS 2024ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
  20. NeurIPS 2024Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
  21. NeurIPS 2024Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
  22. NeurIPS 2024Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing
  23. NeurIPS 2024Single Image Reflection Separation via Dual-Stream Interactive Transformers
  24. NeurIPS 2024Soft Superpixel Neighborhood Attention
  25. NeurIPS 2024TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
  26. NeurIPS 2024Towards Editing Time Series
  27. NeurIPS 2024Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
  28. NeurIPS 2024UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
  29. NeurIPS 2024VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark
  30. NeurIPS 2024Zero-shot Image Editing with Reference Imitation
  31. NeurIPS 2023A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
  32. NeurIPS 2023A Unified Conditional Framework for Diffusion-based Image Restoration
  33. NeurIPS 2023ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
  34. NeurIPS 2023Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning?
  35. NeurIPS 2023Collaborative Score Distillation for Consistent Visual Editing
  36. NeurIPS 2023Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
  37. NeurIPS 2023Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image
  38. NeurIPS 2023Diffusion Self-Guidance for Controllable Image Generation
  39. NeurIPS 2023Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
  40. NeurIPS 2023Emergent Correspondence from Image Diffusion
  41. NeurIPS 2023Idempotent Learned Image Compression with Right-Inverse
  42. NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  43. NeurIPS 2023MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing
  44. NeurIPS 2023Neural Lighting Simulation for Urban Scenes
  45. NeurIPS 2023OBJECT 3DIT: Language-guided 3D-aware Image Editing
  46. NeurIPS 2023Optimal Transport-Guided Conditional Score-Based Diffusion Model
  47. NeurIPS 2023PHOTOSWAP: Personalized Subject Swapping in Images
  48. NeurIPS 2023PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
  49. NeurIPS 2023Real-World Image Variation by Aligning Diffusion Inversion Chain
  50. NeurIPS 2023Reproducibility Study of ”CartoonX: Cartoon Explanations of Image Classifiers”

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。

「多模态生成」下的其他主题