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 10 / 16 页

  1. NeurIPS 2025Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals
  2. NeurIPS 2025Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence
  3. NeurIPS 2025STSBench: A Large-Scale Dataset for Modeling Neuronal Activity in the Dorsal Stream of Primate Visual Cortex
  4. NeurIPS 2025The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
  5. NeurIPS 2025Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
  6. NeurIPS 2025Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
  7. NeurIPS 2025Towards A Translative Model of Sperm Whale Vocalization
  8. NeurIPS 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
  9. NeurIPS 2025Transformer brain encoders explain human high-level visual responses
  10. NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
  11. NeurIPS 2025UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface
  12. NeurIPS 2025un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
  13. NeurIPS 2025Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
  14. NeurIPS 2025Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
  15. NeurIPS 2025Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations
  16. NeurIPS 2025Visual Instruction Bottleneck Tuning
  17. NeurIPS 2025Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting
  18. NeurIPS 2025Visual Sync: Multi‑Camera Synchronization via Cross‑View Object Motion
  19. NeurIPS 2025VisualLens: Personalization through Task-Agnostic Visual History
  20. NeurIPS 2025Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM
  21. NeurIPS 2025Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
  22. CVPR 2024A Category Agnostic Model for Visual Rearrangment
  23. CVPR 2024A Generative Approach for Wikipedia-Scale Visual Entity Recognition
  24. CVPR 2024A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition
  25. CVPR 2024Audio-Visual Segmentation via Unlabeled Frame Exploitation
  26. CVPR 2024AV-RIR: Audio-Visual Room Impulse Response Estimation
  27. CVPR 2024AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation
  28. CVPR 2024AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
  29. CVPR 2024Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos
  30. CVPR 2024Beyond Average: Individualized Visual Scanpath Prediction
  31. CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
  32. CVPR 2024CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
  33. CVPR 2024CogAgent: A Visual Language Model for GUI Agents
  34. CVPR 2024Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
  35. CVPR 2024CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training
  36. CVPR 2024DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction
  37. CVPR 2024Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation
  38. CVPR 2024DiffusionTrack: Point Set Diffusion Model for Visual Object Tracking
  39. CVPR 2024Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning
  40. CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
  41. CVPR 2024Dual-View Visual Contextualization for Web Navigation
  42. CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
  43. CVPR 2024Enhancing Visual Continual Learning with Language-Guided Supervision
  44. CVPR 2024ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations
  45. CVPR 2024EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling
  46. CVPR 2024Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
  47. CVPR 2024Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
  48. CVPR 2024Fair-VPT: Fair Visual Prompt Tuning for Image Classification
  49. CVPR 2024From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
  50. CVPR 2024G^3-LQ: Marrying Hyperbolic Alignment with Explicit Semantic-Geometric Modeling for 3D Visual Grounding

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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