视觉-语言-动作论文趋势 2023–2026

VLA 与端到端驾驶

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,639 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

视觉-语言-动作论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023883034105257
20241082962130329
20251086433140345
2026204113126265708

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

全部视觉-语言-动作论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 329 篇，第 7 / 7 页

  1. NeurIPS 2024RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
  2. NeurIPS 2024ScaleKD: Strong Vision Transformers Could Be Excellent Teachers
  3. NeurIPS 2024Scaling White-Box Transformers for Vision
  4. NeurIPS 2024Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
  5. NeurIPS 2024Slicing Vision Transformer for Flexible Inference
  6. NeurIPS 2024SlimSAM: 0.1% Data Makes Segment Anything Slim
  7. NeurIPS 2024SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
  8. NeurIPS 2024Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
  9. NeurIPS 2024Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations
  10. NeurIPS 2024Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
  11. NeurIPS 2024TrAct: Making First-layer Pre-Activations Trainable
  12. NeurIPS 2024Transformer Doctor: Diagnosing and Treating Vision Transformers
  13. NeurIPS 2024Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization
  14. NeurIPS 2024Unveiling Encoder-Free Vision-Language Models
  15. NeurIPS 2024Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation
  16. NeurIPS 2024Unveiling the Tapestry of Consistency in Large Vision-Language Models
  17. NeurIPS 2024V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
  18. NeurIPS 2024VHELM: A Holistic Evaluation of Vision Language Models
  19. NeurIPS 2024Vision Foundation Model Enables Generalizable Object Pose Estimation
  20. NeurIPS 2024Vision Mamba Mender
  21. NeurIPS 2024Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
  22. NeurIPS 2024VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
  23. NeurIPS 2024Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability
  24. NeurIPS 2024Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
  25. NeurIPS 2024VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
  26. NeurIPS 2024What matters when building vision-language models?
  27. NeurIPS 2024WikiDO: A New Benchmark Evaluating Cross-Modal Retrieval for Vision-Language Models
  28. NeurIPS 2024Wormhole Loss for Partial Shape Matching
  29. NeurIPS 2024Yo'LLaVA: Your Personalized Language and Vision Assistant

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 查视觉-语言-动作在 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": "vision-language-action"}

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视觉-语言-动作论文？
共 1,639 篇，按年份分别是 2023 年 257 篇、2024 年 329 篇、2025 年 345 篇、2026 年 708 篇。
NeurIPS 2026 有多少篇视觉-语言-动作论文？
NeurIPS 2026 有 204 篇视觉-语言-动作论文，上一届是 108 篇。
ICLR 2026 有多少篇视觉-语言-动作论文？
ICLR 2026 有 113 篇视觉-语言-动作论文，上一届是 64 篇。
ICML 2026 有多少篇视觉-语言-动作论文？
ICML 2026 有 126 篇视觉-语言-动作论文，上一届是 33 篇。
CVPR 2026 有多少篇视觉-语言-动作论文？
CVPR 2026 有 265 篇视觉-语言-动作论文，上一届是 140 篇。
哪个会议的视觉-语言-动作论文最多？
CVPR，2023–2026 年共 640 篇。

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