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
221 papers, page 5 of 5
- NeurIPS 2025Personalized Visual Content Generation in Conversational Systems
- NeurIPS 2025PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling
- NeurIPS 2025Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
- NeurIPS 2025Quantum Visual Fields with Neural Amplitude Encoding
- NeurIPS 2025Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
- NeurIPS 2025RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
- NeurIPS 2025Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
- NeurIPS 2025Robust Distortion-Free Watermark for Autoregressive Audio Generation Models
- NeurIPS 2025SAO-Instruct: Free-form Audio Editing using Natural Language Instructions
- NeurIPS 2025SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation
- NeurIPS 2025Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens
- NeurIPS 2025Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
- NeurIPS 2025SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
- NeurIPS 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
- NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
- NeurIPS 2025Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
- NeurIPS 2025UniTok: a Unified Tokenizer for Visual Generation and Understanding
- NeurIPS 2025Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
- NeurIPS 2025Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Generation
- NeurIPS 2025Visual Instruction Bottleneck Tuning
- NeurIPS 2025When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
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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.