视听学习论文趋势 2023–2026

音视频联合建模

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 790 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

视听学习论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202348201278158
202433192088160
202556301094190
2026693932142282

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

全部视听学习论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 789 篇，第 15 / 16 页

  1. CVPR 2023Vision Transformers Are Parameter-Efficient Audio-Visual Learners
  2. CVPR 2023Visual Dependency Transformers: Dependency Tree Emerges From Reversed Attention
  3. CVPR 2023Visual Localization Using Imperfect 3D Models From the Internet
  4. CVPR 2023Visual Prompt Multi-Modal Tracking
  5. CVPR 2023Visual Recognition by Request
  6. CVPR 2023Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization
  7. CVPR 2023VQACL: A Novel Visual Question Answering Continual Learning Setting
  8. CVPR 2023Watch or Listen: Robust Audio-Visual Speech Recognition With Visual Corruption Modeling and Reliability Scoring
  9. CVPR 2023Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
  10. ICLR 2023A Control-Centric Benchmark for Video Prediction
  11. ICLR 2023Brain-like representational straightening of natural movies in robust feedforward neural networks
  12. ICLR 2023Causality Compensated Attention for Contextual Biased Visual Recognition
  13. ICLR 2023Contrastive Audio-Visual Masked Autoencoder
  14. ICLR 2023Corrupted Image Modeling for Self-Supervised Visual Pre-Training
  15. ICLR 2023Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths
  16. ICLR 2023DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Manipulation
  17. ICLR 2023EquiMod: An Equivariance Module to Improve Visual Instance Discrimination
  18. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
  19. ICLR 2023Learning to Decompose Visual Features with Latent Textual Prompts
  20. ICLR 2023Learning to reason over visual objects
  21. ICLR 2023Masked Frequency Modeling for Self-Supervised Visual Pre-Training
  22. ICLR 2023MaskViT: Masked Visual Pre-Training for Video Prediction
  23. ICLR 2023ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection
  24. ICLR 2023SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
  25. ICLR 2023Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
  26. ICLR 2023Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching
  27. ICLR 2023Visual Classification via Description from Large Language Models
  28. ICLR 2023Visual Imitation Learning with Patch Rewards
  29. ICLR 2023Visually-Augmented Language Modeling
  30. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
  31. ICML 2023BEATs: Audio Pre-Training with Acoustic Tokenizers
  32. ICML 2023CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
  33. ICML 2023Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
  34. ICML 2023Dynamics-inspired Neuromorphic Visual Representation Learning
  35. ICML 2023Estimating Joint Treatment Effects by Combining Multiple Experiments
  36. ICML 2023Generative Decoding of Visual Stimuli
  37. ICML 2023Patch-level Contrastive Learning via Positional Query for Visual Pre-training
  38. ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
  39. ICML 2023SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models
  40. ICML 2023Towards credible visual model interpretation with path attribution
  41. ICML 2023Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition
  42. NeurIPS 2023A Partially-Supervised Reinforcement Learning Framework for Visual Active Search
  43. NeurIPS 2023A polar prediction model for learning to represent visual transformations
  44. NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
  45. NeurIPS 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
  46. NeurIPS 2023BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
  47. NeurIPS 2023Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
  48. NeurIPS 2023Brain-like Flexible Visual Inference by Harnessing Feedback Feedforward Alignment
  49. NeurIPS 2023Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
  50. NeurIPS 2023ClusterFomer: Clustering As A Universal Visual Learner

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 查视听学习在 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": "audio-visual-learning"}

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听学习论文？
共 790 篇，按年份分别是 2023 年 158 篇、2024 年 160 篇、2025 年 190 篇、2026 年 282 篇。
NeurIPS 2026 有多少篇视听学习论文？
NeurIPS 2026 有 69 篇视听学习论文，上一届是 56 篇。
ICLR 2026 有多少篇视听学习论文？
ICLR 2026 有 39 篇视听学习论文，上一届是 30 篇。
ICML 2026 有多少篇视听学习论文？
ICML 2026 有 32 篇视听学习论文，上一届是 10 篇。
CVPR 2026 有多少篇视听学习论文？
CVPR 2026 有 142 篇视听学习论文，上一届是 94 篇。
哪个会议的视听学习论文最多？
CVPR，2023–2026 年共 402 篇。

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