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 130 篇，第 1 / 3 页

  1. CVPR 2024A Pedestrian is Worth One Prompt: Towards Language Guidance Person Re-Identification
  2. CVPR 2024A Vision Check-up for Language Models
  3. CVPR 2024Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes
  4. CVPR 2024Active Prompt Learning in Vision Language Models
  5. CVPR 2024Adapting Short-Term Transformers for Action Detection in Untrimmed Videos
  6. CVPR 2024AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval
  7. CVPR 2024AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One
  8. CVPR 2024Anchor-based Robust Finetuning of Vision-Language Models
  9. CVPR 2024ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
  10. CVPR 2024AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement
  11. CVPR 2024Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions
  12. CVPR 2024BEVSpread: Spread Voxel Pooling for Bird's-Eye-View Representation in Vision-based Roadside 3D Object Detection
  13. CVPR 2024BigGait: Learning Gait Representation You Want by Large Vision Models
  14. CVPR 2024BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition
  15. CVPR 2024Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters
  16. CVPR 2024Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models
  17. CVPR 2024Coherent Temporal Synthesis for Incremental Action Segmentation
  18. CVPR 2024ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks
  19. CVPR 2024Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering
  20. CVPR 2024COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction
  21. CVPR 2024CPR-Coach: Recognizing Composite Error Actions based on Single-class Training
  22. CVPR 2024Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework
  23. CVPR 2024Dense Vision Transformer Compression with Few Samples
  24. CVPR 2024Distilling Vision-Language Models on Millions of Videos
  25. CVPR 2024Do Vision and Language Encoders Represent the World Similarly?
  26. CVPR 2024DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback
  27. CVPR 2024Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
  28. CVPR 2024DUSt3R: Geometric 3D Vision Made Easy
  29. CVPR 2024Efficient Test-Time Adaptation of Vision-Language Models
  30. CVPR 2024Efficient Vision-Language Pre-training by Cluster Masking
  31. CVPR 2024EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models
  32. CVPR 2024End-to-End Spatio-Temporal Action Localisation with Video Transformers
  33. CVPR 2024End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
  34. CVPR 2024Enhancing Vision-Language Pre-training with Rich Supervisions
  35. CVPR 2024ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More
  36. CVPR 2024Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users
  37. CVPR 2024FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation
  38. CVPR 2024FairCLIP: Harnessing Fairness in Vision-Language Learning
  39. CVPR 2024FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models
  40. CVPR 2024Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
  41. CVPR 2024FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment
  42. CVPR 2024FineSports: A Multi-person Hierarchical Sports Video Dataset for Fine-grained Action Understanding
  43. CVPR 2024Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks
  44. CVPR 2024Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection
  45. CVPR 2024From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding
  46. CVPR 2024GeoChat: Grounded Large Vision-Language Model for Remote Sensing
  47. CVPR 2024Grounding Everything: Emerging Localization Properties in Vision-Language Transformers
  48. CVPR 2024HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
  49. CVPR 2024HEAL-SWIN: A Vision Transformer On The Sphere
  50. CVPR 2024Instance-Aware Group Quantization for Vision Transformers

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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