视听学习论文趋势 2023–2026

主要结论

• 视听学习论文从 2023 年的 158 篇增长到 2026 年的 282 篇，三年间扩大到约 1.8 倍。
• CVPR 是发视听学习论文最多的会议，2023–2026 年共 402 篇，占四个会议总量的 51%。
• 交叉方向里涨得最快的是扩散模型：同时属于两个主题的论文从 2023 年的 2 篇增至 2026 年的 19 篇。
• 在「语音与音频」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的音频生成是 4.3 倍，视听学习是 1.8 倍。

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

• NeurIPS 2026A Training-Free Video Moment Retrieval Framework via Selection from Multiple Visual Prompts
• ICML 2026AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs
• ICLR 2026AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
• CVPR 2026AVFakeBench A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs
• NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
• ICML 2025Token Coordinated Prompt Attention is Needed for Visual Prompting
• ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
• CVPR 2025A Distractor-Aware Memory for Visual Object Tracking with SAM2
• NeurIPS 2024Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
• ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
• ICLR 2024Can Transformers Capture Spatial Relations between Objects?
• CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
• NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
• ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
• ICLR 2023A Control-Centric Benchmark for Video Prediction
• CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
• NeurIPS 2026AdaCodec: A Predictive Visual Code for Video MLLMs
• ICML 2026EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs
• ICLR 2026Depth Anything 3: Recovering the Visual Space from Any Views
• CVPR 2026Co-Me Confidence Guided Token Merging for Visual Geometric Transformers

全部视听学习论文

共 33 篇，第 1 / 1 页

1. NeurIPS 2024A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
2. NeurIPS 2024An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
3. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
4. NeurIPS 2024Bayesian-guided Label Mapping for Visual Reprogramming
5. NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
6. NeurIPS 2024Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
7. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
8. NeurIPS 2024ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
9. NeurIPS 2024Continual Audio-Visual Sound Separation
10. NeurIPS 2024ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
11. NeurIPS 2024CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
12. NeurIPS 2024Focus On What Matters: Separated Models For Visual-Based RL Generalization
13. NeurIPS 2024Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
14. NeurIPS 2024iVideoGPT: Interactive VideoGPTs are Scalable World Models
15. NeurIPS 2024Language Model as Visual Explainer
16. NeurIPS 2024Learning 1D Causal Visual Representation with De-focus Attention Networks
17. NeurIPS 2024Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
18. NeurIPS 2024LIVE: Learnable In-Context Vector for Visual Question Answering
19. NeurIPS 2024Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
20. NeurIPS 2024Mixture of Nested Experts: Adaptive Processing of Visual Tokens
21. NeurIPS 2024Mixtures of Experts for Audio-Visual Learning
22. NeurIPS 2024QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
23. NeurIPS 2024Reproducibility of predictive networks for mouse visual cortex
24. NeurIPS 2024Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
25. NeurIPS 2024Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers
26. NeurIPS 2024Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
27. NeurIPS 2024The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
28. NeurIPS 2024Towards Global Optimal Visual In-Context Learning Prompt Selection
29. NeurIPS 2024Visual Perception by Large Language Model’s Weights
30. NeurIPS 2024Visual Pinwheel Centers Act as Geometric Saliency Detectors
31. NeurIPS 2024Visual Prompt Tuning in Null Space for Continual Learning
32. NeurIPS 2024VMamba: Visual State Space Model
33. NeurIPS 2024Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio

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。