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

183 papers, page 3 of 4

101. NeurIPS 2025Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
102. NeurIPS 2025Imagine360: Immersive 360 Video Generation from Perspective Anchor
103. NeurIPS 2025InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
104. NeurIPS 2025Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
105. NeurIPS 2025Joint Relational Database Generation via Graph-Conditional Diffusion Models
106. NeurIPS 2025Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
107. NeurIPS 2025Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
108. NeurIPS 2025MagCache: Fast Video Generation with Magnitude-Aware Cache
109. NeurIPS 2025MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation
110. NeurIPS 2025Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
111. NeurIPS 2025Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation
112. NeurIPS 2025Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
113. NeurIPS 2025OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
114. NeurIPS 2025OmniGen-AR: AutoRegressive Any-to-Image Generation
115. NeurIPS 2025OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
116. NeurIPS 2025OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
117. NeurIPS 2025OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
118. NeurIPS 2025On the rankability of visual embeddings
119. NeurIPS 2025OSVI-WM: One-Shot Visual Imitation for Unseen Tasks using World-Model-Guided Trajectory Generation
120. NeurIPS 2025PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
121. NeurIPS 2025Personalized Visual Content Generation in Conversational Systems
122. NeurIPS 2025PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling
123. NeurIPS 2025Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
124. NeurIPS 2025Quantum Visual Fields with Neural Amplitude Encoding
125. NeurIPS 2025Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
126. NeurIPS 2025RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
127. NeurIPS 2025Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
128. NeurIPS 2025Robust Distortion-Free Watermark for Autoregressive Audio Generation Models
129. NeurIPS 2025SAO-Instruct: Free-form Audio Editing using Natural Language Instructions
130. NeurIPS 2025SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation
131. NeurIPS 2025Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens
132. NeurIPS 2025Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
133. NeurIPS 2025SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
134. NeurIPS 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
135. NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
136. NeurIPS 2025Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
137. NeurIPS 2025UniTok: a Unified Tokenizer for Visual Generation and Understanding
138. NeurIPS 2025Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
139. NeurIPS 2025Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Generation
140. NeurIPS 2025Visual Instruction Bottleneck Tuning
141. NeurIPS 2025When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
142. NeurIPS 2024Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
143. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
144. NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
145. NeurIPS 2024Biomedical Visual Instruction Tuning with Clinician Preference Alignment
146. NeurIPS 2024Continual Audio-Visual Sound Separation
147. NeurIPS 2024CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
148. NeurIPS 2024DINTR: Tracking via Diffusion-based Interpolation
149. NeurIPS 2024EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
150. NeurIPS 2024FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models

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.