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 944 篇，第 10 / 19 页

  1. ICLR 2025Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval
  2. ICLR 2025FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
  3. ICLR 2025Fantastic Copyrighted Beasts and How (Not) to Generate Them
  4. ICLR 2025Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation
  5. ICLR 2025FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
  6. ICLR 2025Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
  7. ICLR 2025Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems
  8. ICLR 2025Forking Paths in Neural Text Generation
  9. ICLR 2025FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling
  10. ICLR 2025Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
  11. ICLR 2025Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs
  12. ICLR 2025FreeVS: Generative View Synthesis on Free Driving Trajectory
  13. ICLR 2025From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities
  14. ICLR 2025GALA: Geometry-Aware Local Adaptive Grids for Detailed 3D Generation
  15. ICLR 2025GaussianAnything: Interactive Point Cloud Flow Matching for 3D Generation
  16. ICLR 2025GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment
  17. ICLR 2025Generalizable Human Gaussians from Single-View Image
  18. ICLR 2025Generalized Consistency Trajectory Models for Image Manipulation
  19. ICLR 2025Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension
  20. ICLR 2025Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
  21. ICLR 2025GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
  22. ICLR 2025Glad: A Streaming Scene Generator for Autonomous Driving
  23. ICLR 2025GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
  24. ICLR 2025Gradient-Free Generation for Hard-Constrained Systems
  25. ICLR 2025Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models
  26. ICLR 2025Guaranteed Generation from Large Language Models
  27. ICLR 2025Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
  28. ICLR 2025Gumbel Counterfactual Generation From Language Models
  29. ICLR 2025Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation
  30. ICLR 2025Halton Scheduler for Masked Generative Image Transformer
  31. ICLR 2025HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
  32. ICLR 2025HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
  33. ICLR 2025HGM³: Hierarchical Generative Masked Motion Modeling with Hard Token Mining
  34. ICLR 2025High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity
  35. ICLR 2025High-Quality Joint Image and Video Tokenization with Causal VAE
  36. ICLR 2025High-quality Text-to-3D Character Generation with SparseCubes and Sparse Transformers.
  37. ICLR 2025How Much is a Noisy Image Worth? Data Scaling Laws for Ambient Diffusion.
  38. ICLR 2025Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment
  39. ICLR 2025Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation
  40. ICLR 2025HyperPLR: Hypergraph Generation through Projection, Learning, and Reconstruction
  41. ICLR 2025Image and Video Tokenization with Binary Spherical Quantization
  42. ICLR 2025Image Watermarks are Removable using Controllable Regeneration from Clean Noise
  43. ICLR 2025Image-level Memorization Detection via Inversion-based Inference Perturbation
  44. ICLR 2025ImageFolder: Autoregressive Image Generation with Folded Tokens
  45. ICLR 2025Improving Long-Text Alignment for Text-to-Image Diffusion Models
  46. ICLR 2025Improving Neural Optimal Transport via Displacement Interpolation
  47. ICLR 2025Improving Uncertainty Estimation through Semantically Diverse Language Generation
  48. ICLR 2025InCoDe: Interpretable Compressed Descriptions For Image Generation
  49. ICLR 2025Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On
  50. ICLR 2025Infinite-Resolution Integral Noise Warping for Diffusion Models

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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