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 141 篇，第 1 / 3 页

1. CVPR 2026Act2See Emergent Active Visual Perception for Video Reasoning
2. CVPR 2026Active Intelligence in Video Avatars via Closed-loop World Modeling
3. CVPR 2026Adaptive Capacity Autoregressive Visual Tracking
4. CVPR 2026AffordMatcher Affordance Learning in 3D Scenes from Visual Signifiers
5. CVPR 2026Agile Deliberation Concept Deliberation for Subjective Visual Classification
6. CVPR 2026An Efficient Token Compression Framework for Visual Object Tracking
7. CVPR 2026AnyID Ultra-Fidelity Universal Identity-Preserving Video Generation from Any Visual References
8. CVPR 2026Asynchronous Temporal Modeling with Two-Agent Framework for Streaming Dense Video
9. CVPR 2026Audio-sync Video Instance Editing with Granularity-Aware Mask Refiner
10. CVPR 2026AV-Reasoner Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs
11. CVPR 2026AVFakeBench A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs
12. CVPR 2026Balanced Dataset Distillation via Modeling Multiple Visual Pattern Distribution
13. CVPR 2026Benchmarking Single-Factor Physical Video-to-Audio Generation
14. CVPR 2026Beyond Text Visual Description Assembly by Probabilistic Model for CLIP-based
15. CVPR 2026Beyond the Static World Continual Category Discovery under Visual Drift
16. CVPR 2026Boosting Visual Reprogramming for CLIP with Dual Granularity Alignment
17. CVPR 2026Cinematic Audio Source Separation Using Visual Cues
18. CVPR 2026CLiViS Unleashing Cognitive Map through Linguistic-Visual Synergy for Embodied Visual
19. CVPR 2026Co-Me Confidence Guided Token Merging for Visual Geometric Transformers
20. CVPR 2026CodePercept Code-Grounded Visual STEM Perception for MLLMs
21. CVPR 2026CoV-Align Efficient Fine-grained Cross-Modal Alignment with Cohesive Visual Semantics Priority
22. CVPR 2026Cross-Modal Guided Visual Synthesis for Data-Efficient Multimodal Depression Recognition
23. CVPR 2026DialogueVPR Towards Conversational Visual Place Recognition
24. CVPR 2026Do VLMs Perceive or Recall Probing Visual Perception vs. Memory
25. CVPR 2026Dont Show Pixels Show Cues Unlocking Visual Tool Reasoning in
26. CVPR 2026Dr. Seg Revisiting GRPO Training for Visual Large Language Models
27. CVPR 2026Drift-Resilient Temporal Priors for Visual Tracking
28. CVPR 2026Dual-Level Confidence based Implicit Self-Refinement for Medical Visual Question Answering
29. CVPR 2026DVAR Dynamic Visual Autoregressive Modeling for Image Super-Resolution
30. CVPR 2026DVGT Driving Visual Geometry Transformer
31. CVPR 2026E-RayZer Self-supervised 3D Reconstruction as Spatial Visual Pre-training
32. CVPR 2026EgoAVU Egocentric Audio-Visual Understanding
33. CVPR 2026EgoRoC Towards Egocentric Robotic Control via Task-Agnostic Visual Alignment
34. CVPR 2026Emergent Outlier View Rejection in Visual Geometry Grounded Transformers
35. CVPR 2026Enhancing Descriptive Captions with Visual Attributes for Multimodal Perception
36. CVPR 2026Enhancing the Security of Visual Speaker Authentication Based on Dynamic
37. CVPR 2026Enhancing Visual Representation with Textual Semantics Textual Semantics-Powered Prototypes for
38. CVPR 2026EVATok Adaptive Length Video Tokenization for Efficient Visual Autoregressive Generation
39. CVPR 2026Event-based Visual Deformation Measurement
40. CVPR 2026EvoComp Learning Visual Token Compression for Multimodal Large Language Models
41. CVPR 2026Exploring Visual Pretraining for Learning Language Intelligence
42. CVPR 2026Fast Spatial Tracking with Visual Geometry Transformer
43. CVPR 2026FAVE A Structured Benchmark for Fine-Grained Audio-Visual Temporal Evaluation in
44. CVPR 2026FlashLips 100-FPS Mask-Free Latent Lip-Sync using Reconstruction Instead of Diffusion
45. CVPR 2026FlexiVideo Variation-Aware Temporal Dynamics Modeling for Efficient Video Understanding
46. CVPR 2026Flow3r Factored Flow Prediction for Scalable Visual Geometry Learning
47. CVPR 2026FocusUI Efficient UI Grounding via Position-Preserving Visual Token Selection
48. CVPR 2026FoleyDirector Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scripts
49. CVPR 2026Franca Nested Matryoshka Clustering for Scalable Visual Representation Learning
50. CVPR 2026Free-Grained Hierarchical Visual Recognition

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。