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 206 篇，第 3 / 5 页

  1. NeurIPS 2025SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
  2. NeurIPS 2025SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs
  3. NeurIPS 2025Seg-VAR:Image Segmentation with Visual Autoregressive Modeling
  4. NeurIPS 2025Self-supervised Blending Structural Context of Visual Molecules for Robust Drug Interaction Prediction
  5. NeurIPS 2025Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals
  6. NeurIPS 2025Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence
  7. NeurIPS 2025STSBench: A Large-Scale Dataset for Modeling Neuronal Activity in the Dorsal Stream of Primate Visual Cortex
  8. NeurIPS 2025The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
  9. NeurIPS 2025Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
  10. NeurIPS 2025Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
  11. NeurIPS 2025Towards A Translative Model of Sperm Whale Vocalization
  12. NeurIPS 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
  13. NeurIPS 2025Transformer brain encoders explain human high-level visual responses
  14. NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
  15. NeurIPS 2025UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface
  16. NeurIPS 2025un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
  17. NeurIPS 2025Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
  18. NeurIPS 2025Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
  19. NeurIPS 2025Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations
  20. NeurIPS 2025Visual Instruction Bottleneck Tuning
  21. NeurIPS 2025Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting
  22. NeurIPS 2025Visual Sync: Multi‑Camera Synchronization via Cross‑View Object Motion
  23. NeurIPS 2025VisualLens: Personalization through Task-Agnostic Visual History
  24. NeurIPS 2025Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM
  25. NeurIPS 2025Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
  26. NeurIPS 2024A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
  27. NeurIPS 2024An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
  28. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
  29. NeurIPS 2024Bayesian-guided Label Mapping for Visual Reprogramming
  30. NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
  31. NeurIPS 2024Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
  32. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
  33. NeurIPS 2024ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
  34. NeurIPS 2024Continual Audio-Visual Sound Separation
  35. NeurIPS 2024ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
  36. NeurIPS 2024CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
  37. NeurIPS 2024Focus On What Matters: Separated Models For Visual-Based RL Generalization
  38. NeurIPS 2024Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
  39. NeurIPS 2024iVideoGPT: Interactive VideoGPTs are Scalable World Models
  40. NeurIPS 2024Language Model as Visual Explainer
  41. NeurIPS 2024Learning 1D Causal Visual Representation with De-focus Attention Networks
  42. NeurIPS 2024Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
  43. NeurIPS 2024LIVE: Learnable In-Context Vector for Visual Question Answering
  44. NeurIPS 2024Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
  45. NeurIPS 2024Mixture of Nested Experts: Adaptive Processing of Visual Tokens
  46. NeurIPS 2024Mixtures of Experts for Audio-Visual Learning
  47. NeurIPS 2024QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
  48. NeurIPS 2024Reproducibility of predictive networks for mouse visual cortex
  49. NeurIPS 2024Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
  50. NeurIPS 2024Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained 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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