图像生成论文趋势 2023–2026

文生图与图像合成

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 5,184 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

图像生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202317011874418780
20243181991565431,216
20254302781476121,467
20264533492306891,721

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

全部图像生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,467 篇，第 27 / 30 页

  1. NeurIPS 2025Orochi: Versatile Biomedical Image Processor
  2. NeurIPS 2025OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates
  3. NeurIPS 2025OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps
  4. NeurIPS 2025OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models
  5. NeurIPS 2025PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
  6. NeurIPS 2025PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
  7. NeurIPS 2025Panoptic Captioning: An Equivalence Bridge for Image and Text
  8. NeurIPS 2025PanoWan: Lifting Diffusion Video Generation Models to 360$^\circ$ with Latitude/Longitude-aware Mechanisms
  9. NeurIPS 2025Parameterized Synthetic Text Generation with SimpleStories
  10. NeurIPS 2025PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
  11. NeurIPS 2025PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers
  12. NeurIPS 2025PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
  13. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
  14. NeurIPS 2025Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
  15. NeurIPS 2025Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models
  16. NeurIPS 2025PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations
  17. NeurIPS 2025Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image Services
  18. NeurIPS 2025PIVNO: Particle Image Velocimetry Neural Operator
  19. NeurIPS 2025PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
  20. NeurIPS 2025Plenodium: Underwater 3D Scene Reconstruction with Plenoptic Medium Representation
  21. NeurIPS 2025Plug-and-Play Context Feature Reuse for Efficient Masked Generation
  22. NeurIPS 2025PocketSR: The Super-Resolution Expert in Your Pocket Mobiles
  23. NeurIPS 2025PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation
  24. NeurIPS 2025Policy Optimized Text-to-Image Pipeline Design
  25. NeurIPS 2025PolyJuice Makes It Real: Black-Box, Universal Red Teaming for Synthetic Image Detectors
  26. NeurIPS 2025PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement
  27. NeurIPS 2025PoseCrafter: Extreme Pose Estimation with Hybrid Video Synthesis
  28. NeurIPS 2025Precise Information Control in Long-Form Text Generation
  29. NeurIPS 2025Preventing Shortcuts in Adapter Training via Providing the Shortcuts
  30. NeurIPS 2025Projection-Manifold Regularized Latent Diffusion for Robust General Image Fusion
  31. NeurIPS 2025Prompt-Guided Alignment with Information Bottleneck Makes Image Compression Also a Restorer
  32. NeurIPS 2025PyraMotion: Attentional Pyramid-Structured Motion Integration for Co-Speech 3D Gesture Synthesis
  33. NeurIPS 2025Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
  34. NeurIPS 2025QuARI: Query Adaptive Retrieval Improvement
  35. NeurIPS 2025RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
  36. NeurIPS 2025Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
  37. NeurIPS 2025Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
  38. NeurIPS 2025Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
  39. NeurIPS 2025Rectified CFG++ for Flow Based Models
  40. NeurIPS 2025Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
  41. NeurIPS 2025Reduction-based Pseudo-label Generation for Instance-dependent Partial Label Learning
  42. NeurIPS 2025Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation
  43. NeurIPS 2025Reinventing Multi-Agent Collaboration through Gaussian-Image Synergy in Diffusion Policies
  44. NeurIPS 2025Removing Concepts from Text-to-Image Models with Only Negative Samples
  45. NeurIPS 2025REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders
  46. NeurIPS 2025Rendering-Aware Reinforcement Learning for Vector Graphics Generation
  47. NeurIPS 2025RepLDM: Reprogramming Pretrained Latent Diffusion Models for High-Quality, High-Efficiency, High-Resolution Image Generation
  48. NeurIPS 2025Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
  49. NeurIPS 2025RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation
  50. NeurIPS 2025Rethinking Gradient Step Denoiser: Towards Truly Pseudo-Contractive Operator

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 查图像生成在 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-generation"}

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生成论文？
共 5,184 篇，按年份分别是 2023 年 780 篇、2024 年 1,216 篇、2025 年 1,467 篇、2026 年 1,721 篇。
NeurIPS 2026 有多少篇图像生成论文？
NeurIPS 2026 有 453 篇图像生成论文，上一届是 430 篇。
ICLR 2026 有多少篇图像生成论文？
ICLR 2026 有 349 篇图像生成论文，上一届是 278 篇。
ICML 2026 有多少篇图像生成论文？
ICML 2026 有 230 篇图像生成论文，上一届是 147 篇。
CVPR 2026 有多少篇图像生成论文？
CVPR 2026 有 689 篇图像生成论文，上一届是 612 篇。
哪个会议的图像生成论文最多？
CVPR，2023–2026 年共 2,262 篇。

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