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 21 / 28 页

  1. NeurIPS 2024From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
  2. NeurIPS 2024From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
  3. NeurIPS 2024From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
  4. NeurIPS 2024FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
  5. NeurIPS 2024GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
  6. NeurIPS 2024Generalizable Person Re-identification via Balancing Alignment and Uniformity
  7. NeurIPS 2024Generating compositional scenes via Text-to-image RGBA Instance Generation
  8. NeurIPS 2024GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
  9. NeurIPS 2024GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
  10. NeurIPS 2024Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
  11. NeurIPS 2024Grasp as You Say: Language-guided Dexterous Grasp Generation
  12. NeurIPS 2024GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
  13. NeurIPS 2024GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
  14. NeurIPS 2024GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
  15. NeurIPS 2024Guiding a Diffusion Model with a Bad Version of Itself
  16. NeurIPS 2024HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
  17. NeurIPS 2024Harmonizing Visual Text Comprehension and Generation
  18. NeurIPS 2024HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
  19. NeurIPS 2024HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
  20. NeurIPS 2024High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
  21. NeurIPS 2024Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
  22. NeurIPS 2024Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
  23. NeurIPS 2024How Control Information Influences Multilingual Text Image Generation and Editing?
  24. NeurIPS 2024How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
  25. NeurIPS 2024HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
  26. NeurIPS 2024Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
  27. NeurIPS 2024Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
  28. NeurIPS 2024Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
  29. NeurIPS 2024II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
  30. NeurIPS 2024Image Reconstruction Via Autoencoding Sequential Deep Image Prior
  31. NeurIPS 2024Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions
  32. NeurIPS 2024Image Understanding Makes for A Good Tokenizer for Image Generation
  33. NeurIPS 2024Image-aware Evaluation of Generated Medical Reports
  34. NeurIPS 2024IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
  35. NeurIPS 2024Improved Distribution Matching Distillation for Fast Image Synthesis
  36. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
  37. NeurIPS 2024In Pursuit of Causal Label Correlations for Multi-label Image Recognition
  38. NeurIPS 2024Incentivizing Quality Text Generation via Statistical Contracts
  39. NeurIPS 2024INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
  40. NeurIPS 2024IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
  41. NeurIPS 2024Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
  42. NeurIPS 2024Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
  43. NeurIPS 2024IR-CM: The Fast and General-purpose Image Restoration Method Based on Consistency Model
  44. NeurIPS 2024IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
  45. NeurIPS 2024Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
  46. NeurIPS 2024Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
  47. NeurIPS 2024KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
  48. NeurIPS 2024L4GM: Large 4D Gaussian Reconstruction Model
  49. NeurIPS 2024Language Generation in the Limit
  50. NeurIPS 2024Language-Driven Interactive Traffic Trajectory 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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