视频理解论文趋势 2023–2026

视频识别与理解

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,261 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

视频理解论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023474434194319
20241134767204431
20252229564298679
2026229148114341832

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

全部视频理解论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 431 篇，第 5 / 9 页

  1. CVPR 2024VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
  2. CVPR 2024VTimeLLM: Empower LLM to Grasp Video Moments
  3. CVPR 2024Weakly Supervised Video Individual Counting
  4. CVPR 2024Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion
  5. ICLR 2024Boundary Denoising for Video Activity Localization
  6. ICLR 2024Don't Judge by the Look: Towards Motion Coherent Video Representation
  7. ICLR 2024Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
  8. ICLR 2024Exploring Weight Balancing on Long-Tailed Recognition Problem
  9. ICLR 2024FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
  10. ICLR 2024Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding
  11. ICLR 2024How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
  12. ICLR 2024InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
  13. ICLR 2024Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
  14. ICLR 2024Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
  15. ICLR 2024Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video
  16. ICLR 2024MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
  17. ICLR 2024Multi-granularity Correspondence Learning from Long-term Noisy Videos
  18. ICLR 2024Neural Rate Control for Learned Video Compression
  19. ICLR 2024Nougat: Neural Optical Understanding for Academic Documents
  20. ICLR 2024Pose Modulated Avatars from Video
  21. ICLR 2024Progressive Fourier Neural Representation for Sequential Video Compilation
  22. ICLR 2024Pseudo-Generalized Dynamic View Synthesis from a Video
  23. ICLR 2024Quadratic models for understanding catapult dynamics of neural networks
  24. ICLR 2024ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
  25. ICLR 2024Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos
  26. ICLR 2024Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
  27. ICLR 2024The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World
  28. ICLR 2024Theoretical Understanding of Learning from Adversarial Perturbations
  29. ICLR 2024Towards Understanding Factual Knowledge of Large Language Models
  30. ICLR 2024Towards Understanding Sycophancy in Language Models
  31. ICLR 2024Understanding Addition in Transformers
  32. ICLR 2024Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
  33. ICLR 2024Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
  34. ICLR 2024Understanding Catastrophic Forgetting in Language Models via Implicit Inference
  35. ICLR 2024Understanding Certified Training with Interval Bound Propagation
  36. ICLR 2024Understanding Convergence and Generalization in Federated Learning through Feature Learning Theory
  37. ICLR 2024Understanding Domain Generalization: A Noise Robustness Perspective
  38. ICLR 2024Understanding Expressivity of GNN in Rule Learning
  39. ICLR 2024Understanding In-Context Learning from Repetitions
  40. ICLR 2024Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
  41. ICLR 2024Understanding prompt engineering may not require rethinking generalization
  42. ICLR 2024Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
  43. ICLR 2024Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift
  44. ICLR 2024Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks
  45. ICLR 2024Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
  46. ICLR 2024Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates
  47. ICLR 2024Unraveling the Key Components of OOD Generalization via Diversification
  48. ICLR 2024Video Decomposition Prior: Editing Videos Layer by Layer
  49. ICLR 2024Video Language Planning
  50. ICLR 2024VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE

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 查视频理解在 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": "video-understanding"}

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频理解论文？
共 2,261 篇，按年份分别是 2023 年 319 篇、2024 年 431 篇、2025 年 679 篇、2026 年 832 篇。
NeurIPS 2026 有多少篇视频理解论文？
NeurIPS 2026 有 229 篇视频理解论文，上一届是 222 篇。
ICLR 2026 有多少篇视频理解论文？
ICLR 2026 有 148 篇视频理解论文，上一届是 95 篇。
ICML 2026 有多少篇视频理解论文？
ICML 2026 有 114 篇视频理解论文，上一届是 64 篇。
CVPR 2026 有多少篇视频理解论文？
CVPR 2026 有 341 篇视频理解论文，上一届是 298 篇。
哪个会议的视频理解论文最多？
CVPR，2023–2026 年共 1,037 篇。

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