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 2 / 4 页

  1. NeurIPS 2026VisEditBench: A Benchmark for Vector-Format Diagram Editing with Visual Instructions
  2. NeurIPS 2026WordEval: Evaluating Word-Native Operation Fidelity in Document Editing
  3. NeurIPS 20253DOT: Texture Transfer for 3DGS Objects from a Single Reference Image
  4. NeurIPS 2025A$^3$E: Towards Compositional Model Editing
  5. NeurIPS 2025AutoEdit: Automatic Hyperparameter Tuning for Image Editing
  6. NeurIPS 2025Bio-Inspired Image Restoration
  7. NeurIPS 2025BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered Editing
  8. NeurIPS 2025CamEdit: Continuous Camera Parameter Control for Photorealistic Image Editing
  9. NeurIPS 2025CAMILA: Context-Aware Masking for Image Editing with Language Alignment
  10. NeurIPS 2025Convolution Goes Higher-Order: A Biologically Inspired Mechanism Empowers Image Classification
  11. NeurIPS 2025Counterfactual Image Editing with Disentangled Causal Latent Space
  12. NeurIPS 2025CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models
  13. NeurIPS 2025DCI: Dual-Conditional Inversion for Boosting Diffusion-Based Image Editing
  14. NeurIPS 2025Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
  15. NeurIPS 2025EditInfinity: Image Editing with Binary-Quantized Generative Models
  16. NeurIPS 2025Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
  17. NeurIPS 2025Enhancing Consistency of Flow-Based Image Editing through Kalman Control
  18. NeurIPS 2025Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
  19. NeurIPS 2025Exploring Diffusion Transformer Designs via Grafting
  20. NeurIPS 2025FRN: Fractal-Based Recursive Spectral Reconstruction Network
  21. NeurIPS 2025FSI-Edit: Frequency and Stochasticity Injection for Flexible Diffusion-Based Image Editing
  22. NeurIPS 2025Image Editing As Programs with Diffusion Models
  23. NeurIPS 2025Image Token Matters: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
  24. NeurIPS 2025ImgEdit: A Unified Image Editing Dataset and Benchmark
  25. NeurIPS 2025InstructRestore: Region-Customized Image Restoration with Human Instructions
  26. NeurIPS 2025KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
  27. NeurIPS 2025LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers
  28. NeurIPS 2025Model Editing for Vision Transformers
  29. NeurIPS 2025NEP: Autoregressive Image Editing via Next Editing Token Prediction
  30. NeurIPS 2025Neural-Driven Image Editing
  31. NeurIPS 2025One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
  32. NeurIPS 2025PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
  33. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
  34. NeurIPS 2025Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
  35. NeurIPS 2025Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image Services
  36. NeurIPS 2025PIVNO: Particle Image Velocimetry Neural Operator
  37. NeurIPS 2025PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
  38. NeurIPS 2025Precise Diffusion Inversion: Towards Novel Samples and Few-Step Models
  39. NeurIPS 2025Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
  40. NeurIPS 2025Rethinking Residual Distribution in Locate-then-Edit Model Editing
  41. NeurIPS 2025Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
  42. NeurIPS 2025Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
  43. NeurIPS 2025SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing
  44. NeurIPS 2025Stratify or Die: Rethinking Data Splits in Image Segmentation
  45. NeurIPS 2025Towards Reliable Identification of Diffusion-based Image Manipulations
  46. NeurIPS 2025Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
  47. NeurIPS 2025VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
  48. NeurIPS 2024Benchmarking Counterfactual Image Generation
  49. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
  50. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep 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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