Audio-Visual Generation papers, 2023–2026

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.

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

19 papers, page 1 of 1

1. ICML 2024An Independence-promoting Loss for Music Generation with Language Models
2. ICML 2024CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
3. ICML 2024Completing Visual Objects via Bridging Generation and Segmentation
4. ICML 2024Creative Text-to-Audio Generation via Synthesizer Programming
5. ICML 2024Disguised Copyright Infringement of Latent Diffusion Models
6. ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
7. ICML 2024From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
8. ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
9. ICML 2024Learning to Infer Generative Template Programs for Visual Concepts
10. ICML 2024Non-confusing Generation of Customized Concepts in Diffusion Models
11. ICML 2024Sample-specific Masks for Visual Reprogramming-based Prompting
12. ICML 2024Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
13. ICML 2024UniAudio: Towards Universal Audio Generation with Large Language Models
14. ICML 2024UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers
15. ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
16. ICML 2024Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
17. ICML 2024VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context
18. ICML 2024Visual Representation Learning with Stochastic Frame Prediction
19. ICML 2024Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach

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.