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

789 papers, page 3 of 16

101. CVPR 2026Seeing Through Touch Tactile-Driven Visual Localization of Material Regions
102. CVPR 2026Semantic Audio-Visual Navigation in Continuous Environments
103. CVPR 2026Semantic Noise Reduction via Teacher-Guided Dual-Path Audio-Visual Representation Learning
104. CVPR 2026Simple but Effective Triplet-Based Compression Strategies for Compact Visual Localization
105. CVPR 2026Small Object Great Challenge A Benchmark for Small Object Visual
106. CVPR 2026SonoWorld From One Image to a 3D Audio-Visual Scene
107. CVPR 2026SOUPLE Enhancing Audio-Visual Localization and Segmentation with Learnable Prompt Contexts
108. CVPR 2026SparVAR Exploring Sparsity in Visual AutoRegressive Modeling for Training-Free Acceleration
109. CVPR 2026SpikeTrack A Spike-driven Framework for Efficient Visual Tracking
110. CVPR 2026Stitch-a-Demo Creating Video Demonstrations from Multistep Descriptions
111. CVPR 2026StreamVLO Streaming Visual-LiDAR Odometry with Cumulative Drift Compensation
112. CVPR 2026SVHalluc Benchmarking Speech-Vision Hallucination in Audio-Visual Large Language Models
113. CVPR 2026SynMotion Semantic-Visual Adaptation for Motion Customized Video Generation
114. CVPR 2026Talking Together Synthesizing Co-Located 3D Conversations from Audio
115. CVPR 2026The Coherence Trap When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts
116. CVPR 2026Thinking in 360deg Humanoid Visual Search in the Wild
117. CVPR 2026Towards Visual Query Localization in the 3D World
118. CVPR 2026TRANSPORTER Transferring Visual Semantics from VLM Manifolds
119. CVPR 2026Trust-calibrated Collaborative Learning for Long-Tailed Visual Recognition
120. CVPR 2026TUNA Taming Unified Visual Representations for Native Unified Multimodal Models
121. CVPR 2026ULF-Loc Unbiased Landmark Feature for Robust Visual Localization with 3D
122. CVPR 2026UniPercept A Unified Diffusion Model for Generalizable Visual Perception
123. CVPR 2026UniSpector Towards Universal Open-set Defect Recognition via Spectral-Contrastive Visual Prompting
124. CVPR 2026Unleashing the Intrinsic Visual Representation Capability of Multimodal Large Language
125. CVPR 2026Unlocking the Power of Critical Factors for 3D Visual Geometry
126. CVPR 2026VABench A Comprehensive Benchmark for Audio-Video Generation
127. CVPR 2026VES-RFT Rewarding Visual Evidence Sensitivity to Mitigate Hallucinations in Large
128. CVPR 2026VGA Empowering Aerial-Ground Localization by Visual Geometry Alignment
129. CVPR 2026ViKey Enhancing Temporal Understanding in Videos via Visual Prompting
130. CVPR 2026VIMCAN Visual-Inertial 3D Human Pose Estimation with Hybrid Mamba-Cross-Attention Network
131. CVPR 2026ViRC Enhancing Visual Interleaved Mathematical CoT with Reason Chunking
132. CVPR 2026VisRes Bench On Evaluating the Visual Reasoning Capabilities of VLMs
133. CVPR 2026Visual Diffusion Models are Geometric Solvers
134. CVPR 2026Visual Personalization Turing Test
135. CVPR 2026Visual-RRT Finding Paths toward Visual-Goals via Differentiable Rendering
136. CVPR 2026VITAL Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment
137. CVPR 2026VQ-VA World Towards High-Quality Visual Question-Visual Answering
138. CVPR 2026VRR-QA Visual Relational Reasoning in Videos Beyond Explicit Cues
139. CVPR 2026When Numbers Speak Aligning Textual Numerals and Visual Instances in
140. CVPR 2026When Token Pruning is Worse than Random Understanding Visual Token
141. CVPR 2026X-AVDT Audio-Visual Cross-Attention for Robust Deepfake Detection
142. ICLR 2026$\pi^3$: Permutation-Equivariant Visual Geometry Learning
143. ICLR 2026A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
144. ICLR 2026AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
145. ICLR 2026AlignSep: Temporally-Aligned Video-Queried Sound Separation with Flow Matching
146. ICLR 2026AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
147. ICLR 2026Continuous Audio Language Models
148. ICLR 2026Depth Anything 3: Recovering the Visual Space from Any Views
149. ICLR 2026Divid: Disentangled Spatial-Temporal Modeling within LLMs for Temporally Grounded Video Understanding
150. ICLR 2026Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention

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.