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 6 / 16 页

  1. NeurIPS 2026Perceive, Interact, Reason: Building Tool-Augmented Visual Agents for Spatial Reasoning
  2. NeurIPS 2026PixFoundation 2.0: Do Video Multi-Modal LLMs Use Motion in Visual Grounding?
  3. NeurIPS 2026Prototypes of the Mind: A Unified Framework for Probing the Visual Brain
  4. NeurIPS 2026RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark
  5. NeurIPS 2026RAO-Nav: Probing Omni-Language Models for Zero-shot Semantic Audio-Visual Navigation
  6. NeurIPS 2026Referring and Reasoning Camouflaged Object Segmentation in Audio-Visual Scenes
  7. NeurIPS 2026RegimeVGGT: Layer-Wise Spatially Preserving Redundancy Removal for Visual Geometry Grounded Transformer
  8. NeurIPS 2026Shaping Useful Noise: Energy Distributions Predict Visual Pretraining Quality
  9. NeurIPS 2026Shift-Aware Identity-Guided Latent Refinement for Referring Audio–Visual Segmentation
  10. NeurIPS 2026Sparse Planning in Visual World Models via Cost Gradients
  11. NeurIPS 2026Structure Over Scale: Learning Visual Reasoning from Pedagogical Video
  12. NeurIPS 2026Structure-Semantic Co-optimized Latent Diffusion Model for Fast Visual Anagram Synthesis
  13. NeurIPS 2026The Prestige: Benchmarking Cognitive Visual Reasoning using Magic Tricks
  14. NeurIPS 2026Thinking with Visual Primitives
  15. NeurIPS 2026To Think or Not to Think: Pre-Decisional Reasoning Budgets for Referring Audio-Visual Segmentation
  16. NeurIPS 2026Towards Visual Query Segmentation in the Wild
  17. NeurIPS 2026Trimming the Long-Tail of Visual World Modeling Evaluation
  18. NeurIPS 2026VESTA: Visual Exploration with Statistical Tool Agents
  19. NeurIPS 2026VideoSleuth: A Narrative-Centric Agentic System with Video-Audio Native MLLM for Long-Form Video Understanding
  20. NeurIPS 2026VINCIE-NExT: Unlocking Video Editing from Images via In-Context Modeling
  21. NeurIPS 2026VisEditBench: A Benchmark for Vector-Format Diagram Editing with Visual Instructions
  22. NeurIPS 2026VistaQA: Benchmarking Joint Visual Question Answering and Pixel-Level Evidence
  23. NeurIPS 2026Visual Grounding First, Multimodal In-context Learning Follows
  24. NeurIPS 2026Visual-ERM: Reward Modeling for Visual Equivalence
  25. NeurIPS 2026Visual-to-Executable Procedural Reconstruction of Buildings.
  26. NeurIPS 2026VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following
  27. NeurIPS 2026VocalCoachBench: Benchmarking Audio-Language Models on Expert Feedback for Singing
  28. NeurIPS 2026Watching Itself Watch: Self-Auditing Visual Reliance for Video Reasoning
  29. NeurIPS 2026What Does the Brain See? Multiview Neural Representation to Demystify the Brain-Visual Alignment
  30. NeurIPS 2026Where Are MLLMs Looking When They Hallucinate? Mitigating Visual Hallucination via Gaze Steering
  31. NeurIPS 2026Who Says What: Symbolic Trimodal Binding Mechanisms in Audio-Visual LLMs
  32. CVPR 20255%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks
  33. CVPR 2025A Distractor-Aware Memory for Visual Object Tracking with SAM2
  34. CVPR 2025Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds
  35. CVPR 2025Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers
  36. CVPR 2025Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation
  37. CVPR 2025Audio-Visual Instance Segmentation
  38. CVPR 2025Audio-Visual Semantic Graph Network for Audio-Visual Event Localization
  39. CVPR 2025Autoregressive Sequential Pretraining for Visual Tracking
  40. CVPR 2025AVF-MAE++: Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning
  41. CVPR 2025AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning
  42. CVPR 2025CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
  43. CVPR 2025CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video
  44. CVPR 2025CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment
  45. CVPR 2025Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning
  46. CVPR 2025Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
  47. CVPR 2025Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient
  48. CVPR 2025Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation
  49. CVPR 2025DefMamba: Deformable Visual State Space Model
  50. CVPR 2025Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models

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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