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

221 papers, page 3 of 5

101. CVPR 2025Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
102. CVPR 2025TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation
103. CVPR 2025Unbiased Video Scene Graph Generation via Visual and Semantic Dual Debiasing
104. CVPR 2025Unseen Visual Anomaly Generation
105. CVPR 2025Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
106. CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
107. CVPR 2025VGGT: Visual Geometry Grounded Transformer
108. CVPR 2025VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
109. CVPR 2025VinaBench: Benchmark for Faithful and Consistent Visual Narratives
110. CVPR 2025VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation
111. CVPR 2025ViUniT: Visual Unit Tests for More Robust Visual Programming
112. CVPR 2025WeGen: A Unified Model for Interactive Multimodal Generation as We Chat
113. CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
114. ICLR 2025Aligned Better, Listen Better for Audio-Visual Large Language Models
115. ICLR 2025Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception
116. ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
117. ICLR 2025Beyond single neurons: population response geometry in digital twins of mouse visual cortex
118. ICLR 2025BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities
119. ICLR 2025ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
120. ICLR 2025CyberHost: A One-stage Diffusion Framework for Audio-driven Talking Body Generation
121. ICLR 2025DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation
122. ICLR 2025DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation
123. ICLR 2025ECHOPulse: ECG Controlled Echocardio-gram Video Generation
124. ICLR 2025EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
125. ICLR 2025Exploring the Design Space of Visual Context Representation in Video MLLMs
126. ICLR 2025GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs
127. ICLR 2025GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation
128. ICLR 2025HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
129. ICLR 2025Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation
130. ICLR 2025Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On
131. ICLR 2025LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
132. ICLR 2025LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
133. ICLR 2025Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection
134. ICLR 2025Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
135. ICLR 2025MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation
136. ICLR 2025MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation
137. ICLR 2025MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
138. ICLR 2025Personalized Visual Instruction Tuning
139. ICLR 2025PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
140. ICLR 2025Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
141. ICLR 2025StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces
142. ICLR 2025TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
143. ICLR 2025Toward Generalizing Visual Brain Decoding to Unseen Subjects
144. ICLR 2025Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
145. ICLR 2025ViSAGe: Video-to-Spatial Audio Generation
146. ICML 2025Continuous Visual Autoregressive Generation via Score Maximization
147. ICML 2025Contrastive Visual Data Augmentation
148. ICML 2025DCBM: Data-Efficient Visual Concept Bottleneck Models
149. ICML 2025Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
150. ICML 2025Learnings from Scaling Visual Tokenizers for Reconstruction and Generation

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.