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 5,184 篇，第 99 / 104 页

  1. ICLR 2023Neural Optimal Transport
  2. ICLR 2023Non-parametric Outlier Synthesis
  3. ICLR 2023Offline RL for Natural Language Generation with Implicit Language Q Learning
  4. ICLR 2023On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning
  5. ICLR 2023On the Usefulness of Embeddings, Clusters and Strings for Text Generation Evaluation
  6. ICLR 2023Out-of-Distribution Detection and Selective Generation for Conditional Language Models
  7. ICLR 2023Outcome-directed Reinforcement Learning by Uncertainty \& Temporal Distance-Aware Curriculum Goal Generation
  8. ICLR 2023PaLI: A Jointly-Scaled Multilingual Language-Image Model
  9. ICLR 2023Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions
  10. ICLR 2023PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
  11. ICLR 2023Planning with Large Language Models for Code Generation
  12. ICLR 2023Prompt-to-Prompt Image Editing with Cross-Attention Control
  13. ICLR 2023PV3D: A 3D Generative Model for Portrait Video Generation
  14. ICLR 2023Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images
  15. ICLR 2023Re-Imagen: Retrieval-Augmented Text-to-Image Generator
  16. ICLR 2023Real-Time Image Demoir$\acute{e}$ing on Mobile Devices
  17. ICLR 2023Red PANDA: Disambiguating Image Anomaly Detection by Removing Nuisance Factors
  18. ICLR 2023Rethinking skip connection model as a learnable Markov chain
  19. ICLR 2023Scalable Subset Sampling with Neural Conditional Poisson Networks
  20. ICLR 2023Scaling Laws For Deep Learning Based Image Reconstruction
  21. ICLR 2023Schema Inference for Interpretable Image Classification
  22. ICLR 2023Selective Frequency Network for Image Restoration
  23. ICLR 2023Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning
  24. ICLR 2023Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
  25. ICLR 2023SketchKnitter: Vectorized Sketch Generation with Diffusion Models
  26. ICLR 2023StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training
  27. ICLR 2023StyleMorph: Disentangled 3D-Aware Image Synthesis with a 3D Morphable StyleGAN
  28. ICLR 2023Tailoring Language Generation Models under Total Variation Distance
  29. ICLR 2023That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation
  30. ICLR 2023The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image
  31. ICLR 2023This Looks Like It Rather Than That: ProtoKNN For Similarity-Based Classifiers
  32. ICLR 2023Towards Smooth Video Composition
  33. ICLR 2023Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
  34. ICLR 2023Unicom: Universal and Compact Representation Learning for Image Retrieval
  35. ICLR 2023Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization
  36. ICLR 2023Unified Discrete Diffusion for Simultaneous Vision-Language Generation
  37. ICLR 2023Unsupervised visualization of image datasets using contrastive learning
  38. ICLR 2023VA-DepthNet: A Variational Approach to Single Image Depth Prediction
  39. ICLR 2023Verifying the Union of Manifolds Hypothesis for Image Data
  40. ICLR 2023Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
  41. ICML 2023A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
  42. ICML 2023Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
  43. ICML 2023Attributing Image Generative Models using Latent Fingerprints
  44. ICML 2023AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
  45. ICML 2023Autoregressive Diffusion Model for Graph Generation
  46. ICML 2023BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
  47. ICML 2023CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
  48. ICML 2023Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D
  49. ICML 2023CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models
  50. ICML 2023Coder Reviewer Reranking for Code 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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