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 1,216 篇，第 19 / 25 页

  1. NeurIPS 2024A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
  2. NeurIPS 2024A Modular Conditional Diffusion Framework for Image Reconstruction
  3. NeurIPS 2024A Simple Image Segmentation Framework via In-Context Examples
  4. NeurIPS 2024A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
  5. NeurIPS 2024ActAnywhere: Subject-Aware Video Background Generation
  6. NeurIPS 2024Action Imitation in Common Action Space for Customized Action Image Synthesis
  7. NeurIPS 2024Adaptable Logical Control for Large Language Models
  8. NeurIPS 2024Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
  9. NeurIPS 2024Adaptive Domain Learning for Cross-domain Image Denoising
  10. NeurIPS 2024Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
  11. NeurIPS 2024Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
  12. NeurIPS 2024AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
  13. NeurIPS 2024Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
  14. NeurIPS 2024Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
  15. NeurIPS 2024AID: Attention Interpolation of Text-to-Image Diffusion
  16. NeurIPS 2024Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
  17. NeurIPS 2024An Image is Worth 32 Tokens for Reconstruction and Generation
  18. NeurIPS 2024AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
  19. NeurIPS 2024APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
  20. NeurIPS 2024Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting
  21. NeurIPS 2024ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
  22. NeurIPS 2024AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
  23. NeurIPS 2024Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models
  24. NeurIPS 2024Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
  25. NeurIPS 2024Attack-Resilient Image Watermarking Using Stable Diffusion
  26. NeurIPS 2024AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
  27. NeurIPS 2024Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
  28. NeurIPS 2024Autoregressive Image Generation without Vector Quantization
  29. NeurIPS 2024Benchmarking Counterfactual Image Generation
  30. NeurIPS 2024Beyond Aesthetics: Cultural Competence in Text-to-Image Models
  31. NeurIPS 2024Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency
  32. NeurIPS 2024Binarized Diffusion Model for Image Super-Resolution
  33. NeurIPS 2024BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
  34. NeurIPS 2024BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
  35. NeurIPS 2024BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval
  36. NeurIPS 2024Blind Image Restoration via Fast Diffusion Inversion
  37. NeurIPS 2024Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
  38. NeurIPS 2024Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
  39. NeurIPS 2024CAT3D: Create Anything in 3D with Multi-View Diffusion Models
  40. NeurIPS 2024Categorical Flow Matching on Statistical Manifolds
  41. NeurIPS 2024Causal Context Adjustment Loss for Learned Image Compression
  42. NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
  43. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
  44. NeurIPS 2024CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors
  45. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
  46. NeurIPS 2024Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
  47. NeurIPS 2024CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
  48. NeurIPS 2024ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
  49. NeurIPS 2024Conditional Controllable Image Fusion
  50. NeurIPS 2024Conditional Synthesis of 3D Molecules with Time Correction Sampler

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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