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

383 papers, page 3 of 8

101. CVPR 2026SeeU Seeing the Unseen World via 4D Dynamics-aware Generation
102. CVPR 2026Selectively Extracting and Injecting Visual Attributes into Text-to-Image Models
103. CVPR 2026Semantic Audio-Visual Navigation in Continuous Environments
104. CVPR 2026Semantic Noise Reduction via Teacher-Guided Dual-Path Audio-Visual Representation Learning
105. CVPR 2026SenCache Accelerating Diffusion Model Inference via Sensitivity-Aware Caching
106. CVPR 2026ShapeR Robust Conditional 3D Shape Generation from Casual Captures
107. CVPR 2026ShotDirector Directorially Controllable Multi-Shot Video Generation with Cinematographic Transitions
108. CVPR 2026SIGMA Selective-Interleaved Generation with Multi-Attribute Tokens
109. CVPR 2026SonoWorld From One Image to a 3D Audio-Visual Scene
110. CVPR 2026SounDiT Geo-Contextual Soundscape-to-Landscape Generation
111. CVPR 2026SOUPLE Enhancing Audio-Visual Localization and Segmentation with Learnable Prompt Contexts
112. CVPR 2026Spatia Video Generation with Updatable Spatial Memory
113. CVPR 2026Spherical Leech Quantization for Visual Tokenization and Generation
114. CVPR 2026StableMaterials Enhancing Diversity in Material Generation via Semi-Supervised Learning
115. CVPR 2026StyleTextGen Style-Conditioned Multilingual Scene Text Generation
116. CVPR 2026SVHalluc Benchmarking Speech-Vision Hallucination in Audio-Visual Large Language Models
117. CVPR 2026SynMotion Semantic-Visual Adaptation for Motion Customized Video Generation
118. CVPR 2026Tell Model Where to Look Mitigating Hallucinations in MLLMs by
119. CVPR 2026TextPecker Rewarding Structural Anomaly Quantification for Enhancing Visual Text Rendering
120. CVPR 2026TGT Text-Grounded Trajectories for Locally Controlled Video Generation
121. CVPR 2026The Coherence Trap When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts
122. CVPR 2026Think-Then-Generate Structural Chain-of-Thought Reasoning for Consistent 3D Generation
123. CVPR 2026ThinkGen Generalized Thinking for Visual Generation
124. CVPR 2026Thinking-while-Generating Interleaving Textual Reasoning throughout Visual Generation
125. CVPR 2026Toward Diffusible High-Dimensional Latent Spaces A Frequency Perspective
126. CVPR 2026Towards Visual Query Localization in the 3D World
127. CVPR 2026TRANSPORTER Transferring Visual Semantics from VLM Manifolds
128. CVPR 2026TUNA Taming Unified Visual Representations for Native Unified Multimodal Models
129. CVPR 2026UniAVGen Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions
130. CVPR 2026Unleashing the Intrinsic Visual Representation Capability of Multimodal Large Language
131. CVPR 2026VABench A Comprehensive Benchmark for Audio-Video Generation
132. CVPR 2026VAR RL Done Right Tackling Asynchronous Policy Conflicts in Visual
133. CVPR 2026VCU-Bridge Hierarchical Visual Connotation Understanding via Semantic Bridging
134. CVPR 2026VGA Empowering Aerial-Ground Localization by Visual Geometry Alignment
135. CVPR 2026Video Generation with Stable Transparency via Shiftable RGB-A Distribution Learner
136. CVPR 2026VIMCAN Visual-Inertial 3D Human Pose Estimation with Hybrid Mamba-Cross-Attention Network
137. CVPR 2026VinQA Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal
138. CVPR 2026VisRef Visual Refocusing while Thinking Improves Test-Time Scaling in Multi-Modal
139. CVPR 2026VISTA A Test-Time Self-Improving Video Generation Agent
140. CVPR 2026Visual Diffusion Models are Geometric Solvers
141. CVPR 2026Visual Grounding for Object Questions
142. CVPR 2026Visual Prototype Conditioned Focal Region Generation for UAV-Based Object Detection
143. CVPR 2026Visual-Aware CoT Achieving High-Fidelity Visual Consistency in Unified Models
144. CVPR 2026Visual-RRT Finding Paths toward Visual-Goals via Differentiable Rendering
145. CVPR 2026VQ-VA World Towards High-Quality Visual Question-Visual Answering
146. CVPR 2026VVS Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial
147. CVPR 2026Where Culture Fades Revealing the Cultural Gap in Text-to-Image Generation
148. CVPR 2026Widget2Code From Visual Widgets to UI Code via Multimodal LLMs
149. CVPR 2026X-AVDT Audio-Visual Cross-Attention for Robust Deepfake Detection
150. CVPR 20253DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion

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.