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 83 / 104 页

  1. NeurIPS 2024Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
  2. NeurIPS 2024Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
  3. NeurIPS 2024AID: Attention Interpolation of Text-to-Image Diffusion
  4. NeurIPS 2024Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
  5. NeurIPS 2024An Image is Worth 32 Tokens for Reconstruction and Generation
  6. NeurIPS 2024AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
  7. NeurIPS 2024APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
  8. NeurIPS 2024Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting
  9. NeurIPS 2024ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
  10. NeurIPS 2024AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
  11. NeurIPS 2024Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models
  12. NeurIPS 2024Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
  13. NeurIPS 2024Attack-Resilient Image Watermarking Using Stable Diffusion
  14. NeurIPS 2024AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
  15. NeurIPS 2024Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
  16. NeurIPS 2024Autoregressive Image Generation without Vector Quantization
  17. NeurIPS 2024Benchmarking Counterfactual Image Generation
  18. NeurIPS 2024Beyond Aesthetics: Cultural Competence in Text-to-Image Models
  19. NeurIPS 2024Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency
  20. NeurIPS 2024Binarized Diffusion Model for Image Super-Resolution
  21. NeurIPS 2024BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
  22. NeurIPS 2024BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
  23. NeurIPS 2024BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval
  24. NeurIPS 2024Blind Image Restoration via Fast Diffusion Inversion
  25. NeurIPS 2024Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
  26. NeurIPS 2024Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
  27. NeurIPS 2024CAT3D: Create Anything in 3D with Multi-View Diffusion Models
  28. NeurIPS 2024Categorical Flow Matching on Statistical Manifolds
  29. NeurIPS 2024Causal Context Adjustment Loss for Learned Image Compression
  30. NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
  31. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
  32. NeurIPS 2024CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors
  33. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
  34. NeurIPS 2024Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
  35. NeurIPS 2024CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
  36. NeurIPS 2024ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
  37. NeurIPS 2024Conditional Controllable Image Fusion
  38. NeurIPS 2024Conditional Synthesis of 3D Molecules with Time Correction Sampler
  39. NeurIPS 2024Consistency Diffusion Bridge Models
  40. NeurIPS 2024Constant Acceleration Flow
  41. NeurIPS 2024Constrained Diffusion with Trust Sampling
  42. NeurIPS 2024ContextCite: Attributing Model Generation to Context
  43. NeurIPS 2024CosAE: Learnable Fourier Series for Image Restoration
  44. NeurIPS 2024COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
  45. NeurIPS 2024Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
  46. NeurIPS 2024CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy
  47. NeurIPS 2024Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
  48. NeurIPS 2024CV-VAE: A Compatible Video VAE for Latent Generative Video Models
  49. NeurIPS 2024Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
  50. NeurIPS 2024DataComp-LM: In search of the next generation of training sets for language 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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