视听生成论文趋势 2023–2026
联合生成
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 780 篇被归入该主题的论文。
主要结论
- 视听生成论文从 2023 年的 92 篇增长到 2026 年的 336 篇，三年间扩大到约 3.7 倍。
- CVPR 是发视听生成论文最多的会议，2023–2026 年共 383 篇，占四个会议总量的 49%。
- 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 6 篇增至 2026 年的 79 篇。
- 在「多模态生成」的 5 个主题里，它的 2026 年论文数排第 2；同组增长最快的叙事生成是 15 倍，视听生成是 3.7 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 15 | 10 | 6 | 61 | 92 |
| 2024 | 27 | 25 | 19 | 60 | 131 |
| 2025 | 57 | 32 | 19 | 113 | 221 |
| 2026 | 84 | 64 | 39 | 149 | 336 |
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 2026Binding Visual Features Point by Point
- ICML 2026AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs
- ICLR 2026AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
- CVPR 2026Benchmarking Single-Factor Physical Video-to-Audio Generation
- NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
- ICML 2025Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
- ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
- CVPR 2025Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
- NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
- ICML 2024CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
- ICLR 2024Can Transformers Capture Spatial Relations between Objects?
- CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
- NeurIPS 20234D Panoptic Scene Graph Generation
- ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
- ICLR 2023Learning to reason over visual objects
- CVPR 2023Autoregressive Visual Tracking
- NeurIPS 2026From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
- ICML 2026Deep Ensemble Clustering for Visual Representation Learning
- ICLR 2026AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
- CVPR 2026Co-Me Confidence Guided Token Merging for Visual Geometric Transformers
全部视听生成论文
共 383 篇，第 7 / 8 页
- CVPR 2024OpenStreetView-5M: The Many Roads to Global Visual Geolocation
- CVPR 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
- CVPR 2024SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System
- CVPR 2024Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
- CVPR 2024Seeing the Unseen: Visual Common Sense for Semantic Placement
- CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
- CVPR 2024The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
- CVPR 2024TIM: A Time Interval Machine for Audio-Visual Action Recognition
- CVPR 2024Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency
- CVPR 2024TransNeXt: Robust Foveal Visual Perception for Vision Transformers
- CVPR 2024Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation
- CVPR 2024Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling
- CVPR 2024VGGSfM: Visual Geometry Grounded Deep Structure From Motion
- CVPR 2024VILA: On Pre-training for Visual Language Models
- CVPR 2024ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
- CVPR 2024VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
- CVPR 2024Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
- CVPR 2024Visual In-Context Prompting
- CVPR 2024Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation
- CVPR 2024VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation
- CVPR 2024VRP-SAM: SAM with Visual Reference Prompt
- CVPR 2024Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
- CVPR 2023An Erudite Fine-Grained Visual Classification Model
- CVPR 2023Audio-Visual Grouping Network for Sound Localization From Mixtures
- CVPR 2023AutoAD: Movie Description in Context
- CVPR 2023Autoregressive Visual Tracking
- CVPR 2023AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction
- CVPR 2023CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective
- CVPR 2023Class-Balancing Diffusion Models
- CVPR 2023Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception
- CVPR 2023Conditional Generation of Audio From Video via Foley Analogies
- CVPR 2023Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline
- CVPR 2023Devil's on the Edges: Selective Quad Attention for Scene Graph Generation
- CVPR 2023Diversity-Aware Meta Visual Prompting
- CVPR 2023Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation
- CVPR 2023Egocentric Audio-Visual Object Localization
- CVPR 2023EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
- CVPR 2023Fast Contextual Scene Graph Generation With Unbiased Context Augmentation
- CVPR 2023Graph Transformer GANs for Graph-Constrained House Generation
- CVPR 2023Handwritten Text Generation From Visual Archetypes
- CVPR 2023Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy
- CVPR 2023Hyperbolic Contrastive Learning for Visual Representations Beyond Objects
- CVPR 2023ImageBind: One Embedding Space To Bind Them All
- CVPR 2023Improving Selective Visual Question Answering by Learning From Your Peers
- CVPR 2023iQuery: Instruments As Queries for Audio-Visual Sound Separation
- CVPR 2023IS-GGT: Iterative Scene Graph Generation With Generative Transformers
- CVPR 2023Joint Visual Grounding and Tracking With Natural Language Specification
- CVPR 2023KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation
- CVPR 2023Language Adaptive Weight Generation for Multi-Task Visual Grounding
- CVPR 2023Language-Guided Audio-Visual Source Separation via Trimodal Consistency
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 查视听生成在 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-generation"}
常见问题
- 2023–2026 年四大会议一共有多少篇视听生成论文？
- 共 780 篇，按年份分别是 2023 年 92 篇、2024 年 131 篇、2025 年 221 篇、2026 年 336 篇。
- NeurIPS 2026 有多少篇视听生成论文？
- NeurIPS 2026 有 84 篇视听生成论文，上一届是 57 篇。
- ICLR 2026 有多少篇视听生成论文？
- ICLR 2026 有 64 篇视听生成论文，上一届是 32 篇。
- ICML 2026 有多少篇视听生成论文？
- ICML 2026 有 39 篇视听生成论文，上一届是 19 篇。
- CVPR 2026 有多少篇视听生成论文？
- CVPR 2026 有 149 篇视听生成论文，上一届是 113 篇。
- 哪个会议的视听生成论文最多？
- CVPR，2023–2026 年共 383 篇。