Audio-Visual Generation papers, 2023–2026
Joint generation
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 780 papers are tagged with this topic.
Key findings
- Audio-Visual Generation went from 92 papers in 2023 to 336 in 2026, roughly 3.7x in three years.
- CVPR publishes the most Audio-Visual Generation work: 383 papers from 2023 to 2026, 49% of the four-venue total.
- The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 6 in 2023 to 79 in 2026.
- Among the 5 topics under Multimodal Generation, it ranks #2 by 2026 paper count; the fastest grower in the group, Storytelling Generation, is up 15x versus 3.7x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 15 | 10 | 6 | 61 | 92 |
| 2024 | 27 | 25 | 19 | 60 | 131 |
| 2025 | 57 | 32 | 19 | 113 | 221 |
| 2026 | 84 | 64 | 39 | 149 | 336 |
Representative papers
Spread across years and venues so every edition shows up
- 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
All Audio-Visual Generation papers
113 papers, page 3 of 3
- CVPR 2025Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
- CVPR 2025TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation
- CVPR 2025Unbiased Video Scene Graph Generation via Visual and Semantic Dual Debiasing
- CVPR 2025Unseen Visual Anomaly Generation
- CVPR 2025Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
- CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
- CVPR 2025VGGT: Visual Geometry Grounded Transformer
- CVPR 2025VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
- CVPR 2025VinaBench: Benchmark for Faithful and Consistent Visual Narratives
- CVPR 2025VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation
- CVPR 2025ViUniT: Visual Unit Tests for More Robust Visual Programming
- CVPR 2025WeGen: A Unified Model for Interactive Multimodal Generation as We Chat
- CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
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FAQ
- How many Audio-Visual Generation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 780 in total: 92 in 2023, 131 in 2024, 221 in 2025, 336 in 2026.
- How many Audio-Visual Generation papers are at NeurIPS 2026?
- NeurIPS 2026 has 84 Audio-Visual Generation papers, versus 57 the year before.
- How many Audio-Visual Generation papers are at ICLR 2026?
- ICLR 2026 has 64 Audio-Visual Generation papers, versus 32 the year before.
- How many Audio-Visual Generation papers are at ICML 2026?
- ICML 2026 has 39 Audio-Visual Generation papers, versus 19 the year before.
- How many Audio-Visual Generation papers are at CVPR 2026?
- CVPR 2026 has 149 Audio-Visual Generation papers, versus 113 the year before.
- Which conference publishes the most Audio-Visual Generation papers?
- CVPR, with 383 papers from 2023 to 2026.