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 190 篇，第 2 / 4 页

  1. CVPR 2025Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
  2. CVPR 2025Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking
  3. CVPR 2025Neuro-3D: Towards 3D Visual Decoding from EEG Signals
  4. CVPR 2025NVILA: Efficient Frontier Visual Language Models
  5. CVPR 2025Object-aware Sound Source Localization via Audio-Visual Scene Understanding
  6. CVPR 2025Parallelized Autoregressive Visual Generation
  7. CVPR 2025PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability
  8. CVPR 2025Query Efficient Black-Box Visual Prompting with Subspace Learning
  9. CVPR 2025Question-Aware Gaussian Experts for Audio-Visual Question Answering
  10. CVPR 2025R-SCoRe: Revisiting Scene Coordinate Regression for Robust Large-Scale Visual Localization
  11. CVPR 2025RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
  12. CVPR 2025Revisiting Audio-Visual Segmentation with Vision-Centric Transformer
  13. CVPR 2025Robotic Visual Instruction
  14. CVPR 2025Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment
  15. CVPR 2025ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting
  16. CVPR 2025SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes
  17. CVPR 2025Scene-agnostic Pose Regression for Visual Localization
  18. CVPR 2025Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes
  19. CVPR 2025ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions
  20. CVPR 2025SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling
  21. CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
  22. CVPR 2025SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
  23. CVPR 2025Spectral State Space Model for Rotation-Invariant Visual Representation Learning
  24. CVPR 2025SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
  25. CVPR 2025Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target.
  26. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
  27. CVPR 2025Synthetic Visual Genome
  28. CVPR 2025Test-Time Visual In-Context Tuning
  29. CVPR 2025Towards Open-Vocabulary Audio-Visual Event Localization
  30. CVPR 2025TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation
  31. CVPR 2025Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video
  32. CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
  33. CVPR 2025Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
  34. CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
  35. CVPR 2025VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
  36. CVPR 2025VGGT: Visual Geometry Grounded Transformer
  37. CVPR 2025VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
  38. CVPR 2025VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network
  39. CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
  40. CVPR 2025Visual Prompting for One-shot Controllable Video Editing without Inversion
  41. CVPR 2025ViUniT: Visual Unit Tests for More Robust Visual Programming
  42. CVPR 2025VSNet: Focusing on the Linguistic Characteristics of Sign Language
  43. CVPR 2025World-consistent Video Diffusion with Explicit 3D Modeling
  44. CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
  45. ICLR 2025Aligned Better, Listen Better for Audio-Visual Large Language Models
  46. ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
  47. ICLR 2025Beyond single neurons: population response geometry in digital twins of mouse visual cortex
  48. ICLR 2025ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
  49. ICLR 2025Denoising with a Joint-Embedding Predictive Architecture
  50. ICLR 2025Endowing Visual Reprogramming with Adversarial Robustness

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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