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 160 篇，第 3 / 4 页

  1. ICLR 2024On the Role of Discrete Tokenization in Visual Representation Learning
  2. ICLR 2024RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
  3. ICLR 2024SparseFormer: Sparse Visual Recognition via Limited Latent Tokens
  4. ICLR 2024T-MARS: Improving Visual Representations by Circumventing Text Feature Learning
  5. ICLR 2024Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition
  6. ICLR 2024Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation
  7. ICLR 2024Visual Data-Type Understanding does not emerge from scaling Vision-Language Models
  8. ICML 2024AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors
  9. ICML 2024Coarse-To-Fine Tensor Trains for Compact Visual Representations
  10. ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
  11. ICML 2024From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
  12. ICML 2024Gradient-based Visual Explanation for Transformer-based CLIP
  13. ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
  14. ICML 2024Learning to Infer Generative Template Programs for Visual Concepts
  15. ICML 2024Listenable Maps for Audio Classifiers
  16. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
  17. ICML 2024Rejuvenating image-GPT as Strong Visual Representation Learners
  18. ICML 2024Revisiting the Power of Prompt for Visual Tuning
  19. ICML 2024Sample-specific Masks for Visual Reprogramming-based Prompting
  20. ICML 2024STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
  21. ICML 2024Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
  22. ICML 2024Unifying Image Processing as Visual Prompting Question Answering
  23. ICML 2024Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
  24. ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
  25. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
  26. ICML 2024Visual Representation Learning with Stochastic Frame Prediction
  27. ICML 2024Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach
  28. NeurIPS 2024A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
  29. NeurIPS 2024An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
  30. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
  31. NeurIPS 2024Bayesian-guided Label Mapping for Visual Reprogramming
  32. NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
  33. NeurIPS 2024Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
  34. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
  35. NeurIPS 2024ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
  36. NeurIPS 2024Continual Audio-Visual Sound Separation
  37. NeurIPS 2024ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
  38. NeurIPS 2024CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
  39. NeurIPS 2024Focus On What Matters: Separated Models For Visual-Based RL Generalization
  40. NeurIPS 2024Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
  41. NeurIPS 2024iVideoGPT: Interactive VideoGPTs are Scalable World Models
  42. NeurIPS 2024Language Model as Visual Explainer
  43. NeurIPS 2024Learning 1D Causal Visual Representation with De-focus Attention Networks
  44. NeurIPS 2024Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
  45. NeurIPS 2024LIVE: Learnable In-Context Vector for Visual Question Answering
  46. NeurIPS 2024Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
  47. NeurIPS 2024Mixture of Nested Experts: Adaptive Processing of Visual Tokens
  48. NeurIPS 2024Mixtures of Experts for Audio-Visual Learning
  49. NeurIPS 2024QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
  50. NeurIPS 2024Reproducibility of predictive networks for mouse visual cortex

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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