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

158 papers, page 3 of 4

101. ICML 2023CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
102. ICML 2023Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
103. ICML 2023Dynamics-inspired Neuromorphic Visual Representation Learning
104. ICML 2023Estimating Joint Treatment Effects by Combining Multiple Experiments
105. ICML 2023Generative Decoding of Visual Stimuli
106. ICML 2023Patch-level Contrastive Learning via Positional Query for Visual Pre-training
107. ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
108. ICML 2023SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models
109. ICML 2023Towards credible visual model interpretation with path attribution
110. ICML 2023Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition
111. NeurIPS 2023A Partially-Supervised Reinforcement Learning Framework for Visual Active Search
112. NeurIPS 2023A polar prediction model for learning to represent visual transformations
113. NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
114. NeurIPS 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
115. NeurIPS 2023BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
116. NeurIPS 2023Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
117. NeurIPS 2023Brain-like Flexible Visual Inference by Harnessing Feedback Feedforward Alignment
118. NeurIPS 2023Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
119. NeurIPS 2023ClusterFomer: Clustering As A Universal Visual Learner
120. NeurIPS 2023Convolutional Visual Prompt for Robust Visual Perception
121. NeurIPS 2023Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
122. NeurIPS 2023Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
123. NeurIPS 2023Domain Adaptive Imitation Learning with Visual Observation
124. NeurIPS 2023DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data
125. NeurIPS 2023Dual Mean-Teacher: An Unbiased Semi-Supervised Framework for Audio-Visual Source Localization
126. NeurIPS 2023Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation
127. NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
128. NeurIPS 2023Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
129. NeurIPS 2023Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP
130. NeurIPS 2023Learning Dictionary for Visual Attention
131. NeurIPS 2023Learning Energy-based Model via Dual-MCMC Teaching
132. NeurIPS 2023Learning Environment-Aware Affordance for 3D Articulated Object Manipulation under Occlusions
133. NeurIPS 2023Learning from Visual Observation via Offline Pretrained State-to-Go Transformer
134. NeurIPS 2023Learning Modulated Transformation in GANs
135. NeurIPS 2023Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval
136. NeurIPS 2023Learning Visual Prior via Generative Pre-Training
137. NeurIPS 2023MAViL: Masked Audio-Video Learners
138. NeurIPS 2023Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser
139. NeurIPS 2023Modeling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network
140. NeurIPS 2023MoVie: Visual Model-Based Policy Adaptation for View Generalization
141. NeurIPS 2023Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis
142. NeurIPS 2023Reusable Slotwise Mechanisms
143. NeurIPS 2023Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective
144. NeurIPS 2023Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View
145. NeurIPS 2023RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization
146. NeurIPS 2023Self-Supervised Visual Acoustic Matching
147. NeurIPS 2023Siamese Masked Autoencoders
148. NeurIPS 2023Single-Stage Visual Query Localization in Egocentric Videos
149. NeurIPS 2023SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation
150. NeurIPS 2023Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audio

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.