Audio-Visual Learning papers, 2023–2026

Key findings

• Audio-Visual Learning went from 158 papers in 2023 to 282 in 2026, roughly 1.8x in three years.
• CVPR publishes the most Audio-Visual Learning work: 402 papers from 2023 to 2026, 51% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 2 in 2023 to 19 in 2026.
• Among the 5 topics under Audio and Speech, it ranks #1 by 2026 paper count; the fastest grower in the group, Audio Generation, is up 4.3x versus 1.8x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A Training-Free Video Moment Retrieval Framework via Selection from Multiple Visual Prompts
• ICML 2026AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs
• ICLR 2026AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
• CVPR 2026AVFakeBench A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs
• NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
• ICML 2025Token Coordinated Prompt Attention is Needed for Visual Prompting
• ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
• CVPR 2025A Distractor-Aware Memory for Visual Object Tracking with SAM2
• NeurIPS 2024Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
• ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
• ICLR 2024Can Transformers Capture Spatial Relations between Objects?
• CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
• NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
• ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
• ICLR 2023A Control-Centric Benchmark for Video Prediction
• CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
• NeurIPS 2026AdaCodec: A Predictive Visual Code for Video MLLMs
• ICML 2026EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs
• ICLR 2026Depth Anything 3: Recovering the Visual Space from Any Views
• CVPR 2026Co-Me Confidence Guided Token Merging for Visual Geometric Transformers

All Audio-Visual Learning papers

206 papers, page 4 of 5

151. NeurIPS 2024Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
152. NeurIPS 2024The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
153. NeurIPS 2024Towards Global Optimal Visual In-Context Learning Prompt Selection
154. NeurIPS 2024Visual Perception by Large Language Model’s Weights
155. NeurIPS 2024Visual Pinwheel Centers Act as Geometric Saliency Detectors
156. NeurIPS 2024Visual Prompt Tuning in Null Space for Continual Learning
157. NeurIPS 2024VMamba: Visual State Space Model
158. NeurIPS 2024Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio
159. NeurIPS 2023A Partially-Supervised Reinforcement Learning Framework for Visual Active Search
160. NeurIPS 2023A polar prediction model for learning to represent visual transformations
161. NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
162. NeurIPS 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
163. NeurIPS 2023BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
164. NeurIPS 2023Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
165. NeurIPS 2023Brain-like Flexible Visual Inference by Harnessing Feedback Feedforward Alignment
166. NeurIPS 2023Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
167. NeurIPS 2023ClusterFomer: Clustering As A Universal Visual Learner
168. NeurIPS 2023Convolutional Visual Prompt for Robust Visual Perception
169. NeurIPS 2023Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
170. NeurIPS 2023Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
171. NeurIPS 2023Domain Adaptive Imitation Learning with Visual Observation
172. NeurIPS 2023DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data
173. NeurIPS 2023Dual Mean-Teacher: An Unbiased Semi-Supervised Framework for Audio-Visual Source Localization
174. NeurIPS 2023Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation
175. NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
176. NeurIPS 2023Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
177. NeurIPS 2023Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP
178. NeurIPS 2023Learning Dictionary for Visual Attention
179. NeurIPS 2023Learning Energy-based Model via Dual-MCMC Teaching
180. NeurIPS 2023Learning Environment-Aware Affordance for 3D Articulated Object Manipulation under Occlusions
181. NeurIPS 2023Learning from Visual Observation via Offline Pretrained State-to-Go Transformer
182. NeurIPS 2023Learning Modulated Transformation in GANs
183. NeurIPS 2023Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval
184. NeurIPS 2023Learning Visual Prior via Generative Pre-Training
185. NeurIPS 2023MAViL: Masked Audio-Video Learners
186. NeurIPS 2023Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser
187. NeurIPS 2023Modeling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network
188. NeurIPS 2023MoVie: Visual Model-Based Policy Adaptation for View Generalization
189. NeurIPS 2023Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis
190. NeurIPS 2023Reusable Slotwise Mechanisms
191. NeurIPS 2023Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective
192. NeurIPS 2023Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View
193. NeurIPS 2023RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization
194. NeurIPS 2023Self-Supervised Visual Acoustic Matching
195. NeurIPS 2023Siamese Masked Autoencoders
196. NeurIPS 2023Single-Stage Visual Query Localization in Egocentric Videos
197. NeurIPS 2023SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation
198. NeurIPS 2023Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audio
199. NeurIPS 2023STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
200. NeurIPS 2023Structured Federated Learning through Clustered Additive Modeling

FAQ

How many Audio-Visual Learning papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

790 in total: 158 in 2023, 160 in 2024, 190 in 2025, 282 in 2026.

How many Audio-Visual Learning papers are at NeurIPS 2026?

NeurIPS 2026 has 69 Audio-Visual Learning papers, versus 56 the year before.

How many Audio-Visual Learning papers are at ICLR 2026?

ICLR 2026 has 39 Audio-Visual Learning papers, versus 30 the year before.

How many Audio-Visual Learning papers are at ICML 2026?

ICML 2026 has 32 Audio-Visual Learning papers, versus 10 the year before.

How many Audio-Visual Learning papers are at CVPR 2026?

CVPR 2026 has 142 Audio-Visual Learning papers, versus 94 the year before.

Which conference publishes the most Audio-Visual Learning papers?

CVPR, with 402 papers from 2023 to 2026.