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 4 of 5

151. ICML 2025OmniAudio: Generating Spatial Audio from 360-Degree Video
152. ICML 2025Probing Visual Language Priors in VLMs
153. ICML 2025SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation
154. ICML 2025Sounding that Object: Interactive Object-Aware Image to Audio Generation
155. ICML 2025TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
156. ICML 2025Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
157. ICML 2025The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering
158. ICML 2025Token Coordinated Prompt Attention is Needed for Visual Prompting
159. ICML 2025Understanding Complexity in VideoQA via Visual Program Generation
160. ICML 2025Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision
161. ICML 2025video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model
162. ICML 2025Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
163. ICML 2025Visual Generation Without Guidance
164. ICML 2025ZipAR: Parallel Autoregressive Image Generation through Spatial Locality
165. NeurIPS 2025🎧MOSPA: Human Motion Generation Driven by Spatial Audio
166. NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
167. NeurIPS 2025Aligning What Matters: Masked Latent Adaptation for Text-to-Audio-Video Generation
168. NeurIPS 2025ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation
169. NeurIPS 2025Audio Super-Resolution with Latent Bridge Models
170. NeurIPS 2025Audio-Sync Video Generation with Multi-Stream Temporal Control
171. NeurIPS 2025AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding
172. NeurIPS 2025BNMusic: Blending Environmental Noises into Personalized Music
173. NeurIPS 2025Bridging the gap to real-world language-grounded visual concept learning
174. NeurIPS 2025CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
175. NeurIPS 2025DAVE: Diagnostic benchmark for Audio Visual Evaluation
176. NeurIPS 2025Differentiable Hierarchical Visual Tokenization
177. NeurIPS 2025DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural Images
178. NeurIPS 2025Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention
179. NeurIPS 2025FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction
180. NeurIPS 2025FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance
181. NeurIPS 2025Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
182. NeurIPS 2025Imagine360: Immersive 360 Video Generation from Perspective Anchor
183. NeurIPS 2025InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
184. NeurIPS 2025Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
185. NeurIPS 2025Joint Relational Database Generation via Graph-Conditional Diffusion Models
186. NeurIPS 2025Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
187. NeurIPS 2025Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
188. NeurIPS 2025MagCache: Fast Video Generation with Magnitude-Aware Cache
189. NeurIPS 2025MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation
190. NeurIPS 2025Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
191. NeurIPS 2025Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation
192. NeurIPS 2025Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
193. NeurIPS 2025OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
194. NeurIPS 2025OmniGen-AR: AutoRegressive Any-to-Image Generation
195. NeurIPS 2025OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
196. NeurIPS 2025OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
197. NeurIPS 2025OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
198. NeurIPS 2025On the rankability of visual embeddings
199. NeurIPS 2025OSVI-WM: One-Shot Visual Imitation for Unseen Tasks using World-Model-Guided Trajectory Generation
200. NeurIPS 2025PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation 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.