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 13 / 16 页

  1. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
  2. NeurIPS 2024Bayesian-guided Label Mapping for Visual Reprogramming
  3. NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
  4. NeurIPS 2024Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
  5. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
  6. NeurIPS 2024ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
  7. NeurIPS 2024Continual Audio-Visual Sound Separation
  8. NeurIPS 2024ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
  9. NeurIPS 2024CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
  10. NeurIPS 2024Focus On What Matters: Separated Models For Visual-Based RL Generalization
  11. NeurIPS 2024Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
  12. NeurIPS 2024iVideoGPT: Interactive VideoGPTs are Scalable World Models
  13. NeurIPS 2024Language Model as Visual Explainer
  14. NeurIPS 2024Learning 1D Causal Visual Representation with De-focus Attention Networks
  15. NeurIPS 2024Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
  16. NeurIPS 2024LIVE: Learnable In-Context Vector for Visual Question Answering
  17. NeurIPS 2024Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
  18. NeurIPS 2024Mixture of Nested Experts: Adaptive Processing of Visual Tokens
  19. NeurIPS 2024Mixtures of Experts for Audio-Visual Learning
  20. NeurIPS 2024QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
  21. NeurIPS 2024Reproducibility of predictive networks for mouse visual cortex
  22. NeurIPS 2024Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
  23. NeurIPS 2024Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers
  24. NeurIPS 2024Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
  25. NeurIPS 2024The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
  26. NeurIPS 2024Towards Global Optimal Visual In-Context Learning Prompt Selection
  27. NeurIPS 2024Visual Perception by Large Language Model’s Weights
  28. NeurIPS 2024Visual Pinwheel Centers Act as Geometric Saliency Detectors
  29. NeurIPS 2024Visual Prompt Tuning in Null Space for Continual Learning
  30. NeurIPS 2024VMamba: Visual State Space Model
  31. NeurIPS 2024Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio
  32. CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
  33. CVPR 2023An Erudite Fine-Grained Visual Classification Model
  34. CVPR 2023Audio-Visual Grouping Network for Sound Localization From Mixtures
  35. CVPR 2023Autoregressive Visual Tracking
  36. CVPR 2023AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction
  37. CVPR 2023BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
  38. CVPR 2023Bootstrapping Objectness From Videos by Relaxed Common Fate and Visual Grouping
  39. CVPR 2023CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective
  40. CVPR 2023Co-Training 2L Submodels for Visual Recognition
  41. CVPR 2023Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception
  42. CVPR 2023Conditional Generation of Audio From Video via Foley Analogies
  43. CVPR 2023Correlational Image Modeling for Self-Supervised Visual Pre-Training
  44. CVPR 2023CrOC: Cross-View Online Clustering for Dense Visual Representation Learning
  45. CVPR 2023Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline
  46. CVPR 2023Diversity-Aware Meta Visual Prompting
  47. CVPR 2023Domain Generalized Stereo Matching via Hierarchical Visual Transformation
  48. CVPR 2023Egocentric Audio-Visual Object Localization
  49. CVPR 2023EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
  50. CVPR 2023Explicit Visual Prompting for Low-Level Structure Segmentations

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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