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 29 / 30 页

  1. NeurIPS 2025Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
  2. NeurIPS 2025StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations
  3. NeurIPS 2025Support Vector Generation: Kernelizing Large Language Models for Efficient Zero‑Shot NLP
  4. NeurIPS 2025Switchable Token-Specific Codebook Quantization For Face Image Compression
  5. NeurIPS 2025SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
  6. NeurIPS 2025System-Embedded Diffusion Bridge Models
  7. NeurIPS 2025Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models
  8. NeurIPS 2025TalkCuts: A Large-Scale Dataset for Multi-Shot Human Speech Video Generation
  9. NeurIPS 2025TEMPO: Temporal Multi-scale Autoregressive Generation of Protein Conformational Ensembles
  10. NeurIPS 2025Text to Sketch Generation with Multi-Styles
  11. NeurIPS 2025Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders
  12. NeurIPS 2025Text-to-Code Generation for Modular Building Layouts in Building Information Modeling
  13. NeurIPS 2025The Future Unmarked: Watermark Removal in AI-Generated Images via Next-Frame Prediction
  14. NeurIPS 2025The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control
  15. NeurIPS 2025The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models
  16. NeurIPS 2025Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation
  17. NeurIPS 2025Tortoise and Hare Guidance: Accelerating Diffusion Model Inference with Multirate Integration
  18. NeurIPS 2025Toward a Unified Geometry Understanding : Riemannian Diffusion Framework for Graph Generation and Prediction
  19. NeurIPS 2025Toward Real-world Text Image Forgery Localization: Structured and Interpretable Data Synthesis
  20. NeurIPS 2025Toward Relative Positional Encoding in Spiking Transformers
  21. NeurIPS 2025Towards a Golden Classifier-Free Guidance Path via Foresight Fixed Point Iterations
  22. NeurIPS 2025Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy
  23. NeurIPS 2025Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge
  24. NeurIPS 2025Towards Generalizable Detector for Generated Image
  25. NeurIPS 2025Towards Implicit Aggregation: Robust Image Representation for Place Recognition in the Transformer Era
  26. NeurIPS 2025Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport
  27. NeurIPS 2025Towards Robust Uncertainty Calibration for Composed Image Retrieval
  28. NeurIPS 2025Towards Unified Multimodal Interleaved Generation via Group Relative Policy Optimization
  29. NeurIPS 2025Track, Inpaint, Resplat: Subject-driven 3D and 4D Generation with Progressive Texture Infilling
  30. NeurIPS 2025Training-Free Constrained Generation With Stable Diffusion Models
  31. NeurIPS 2025Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
  32. NeurIPS 2025Transferable Black-Box One-Shot Forging of Watermarks via Image Preference Models
  33. NeurIPS 2025Transstratal Adversarial Attack: Compromising Multi-Layered Defenses in Text-to-Image Models
  34. NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
  35. NeurIPS 2025UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset
  36. NeurIPS 2025UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
  37. NeurIPS 2025UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
  38. NeurIPS 2025Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
  39. NeurIPS 2025Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
  40. NeurIPS 2025Unified all-atom molecule generation with neural fields
  41. NeurIPS 2025UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback
  42. NeurIPS 2025Universal Few-shot Spatial Control for Diffusion Models
  43. NeurIPS 2025Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
  44. NeurIPS 2025Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation
  45. NeurIPS 2025URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training
  46. NeurIPS 2025VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image
  47. NeurIPS 2025VETA-DiT: Variance-Equalized and Temporally Adaptive Quantization for Efficient 4-bit Diffusion Transformers
  48. NeurIPS 2025vHector and HeisenVec: Scalable Vector Graphics Generation Through Large Language Models
  49. NeurIPS 2025Video Perception Models for 3D Scene Synthesis
  50. NeurIPS 2025VideoMAR: Autoregressive Video Generation with Continuous Tokens

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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