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 1,371 篇，第 18 / 28 页

  1. NeurIPS 2025UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset
  2. NeurIPS 2025UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
  3. NeurIPS 2025UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
  4. NeurIPS 2025Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
  5. NeurIPS 2025Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
  6. NeurIPS 2025Unified all-atom molecule generation with neural fields
  7. NeurIPS 2025UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback
  8. NeurIPS 2025Universal Few-shot Spatial Control for Diffusion Models
  9. NeurIPS 2025Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
  10. NeurIPS 2025Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation
  11. NeurIPS 2025URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training
  12. NeurIPS 2025VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image
  13. NeurIPS 2025VETA-DiT: Variance-Equalized and Temporally Adaptive Quantization for Efficient 4-bit Diffusion Transformers
  14. NeurIPS 2025vHector and HeisenVec: Scalable Vector Graphics Generation Through Large Language Models
  15. NeurIPS 2025Video Perception Models for 3D Scene Synthesis
  16. NeurIPS 2025VideoMAR: Autoregressive Video Generation with Continuous Tokens
  17. NeurIPS 2025VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation
  18. NeurIPS 2025ViewCraft3D: High-fidelity and View-Consistent 3D Vector Graphics Synthesis
  19. NeurIPS 2025Vinci: Deep Thinking in Text-to-Image Generation using Unified Model with Reinforcement Learning
  20. NeurIPS 2025Virtual Fitting Room: Generating Arbitrarily Long Videos of Virtual Try-On from a Single Image
  21. NeurIPS 2025Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
  22. NeurIPS 2025Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Generation
  23. NeurIPS 2025VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
  24. NeurIPS 2025VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
  25. NeurIPS 2025Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation
  26. NeurIPS 2025Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance
  27. NeurIPS 2025WarpGAN: Warping-Guided 3D GAN Inversion with Style-Based Novel View Inpainting
  28. NeurIPS 2025Watermarking Autoregressive Image Generation
  29. NeurIPS 2025When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
  30. NeurIPS 2025WISA: World simulator assistant for physics-aware text-to-video generation
  31. NeurIPS 2025X-Scene: Large-Scale Driving Scene Generation with High Fidelity and Flexible Controllability
  32. NeurIPS 2025XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation
  33. NeurIPS 2025ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding
  34. NeurIPS 2024$\textit{Bifr\"ost}$: 3D-Aware Image Compositing with Language Instructions
  35. NeurIPS 20242DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
  36. NeurIPS 2024A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
  37. NeurIPS 2024A Modular Conditional Diffusion Framework for Image Reconstruction
  38. NeurIPS 2024A Simple Image Segmentation Framework via In-Context Examples
  39. NeurIPS 2024A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
  40. NeurIPS 2024ActAnywhere: Subject-Aware Video Background Generation
  41. NeurIPS 2024Action Imitation in Common Action Space for Customized Action Image Synthesis
  42. NeurIPS 2024Adaptable Logical Control for Large Language Models
  43. NeurIPS 2024Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
  44. NeurIPS 2024Adaptive Domain Learning for Cross-domain Image Denoising
  45. NeurIPS 2024Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
  46. NeurIPS 2024Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
  47. NeurIPS 2024AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
  48. NeurIPS 2024Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
  49. NeurIPS 2024Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
  50. NeurIPS 2024AID: Attention Interpolation of Text-to-Image Diffusion

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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