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 15 of 16

701. CVPR 2023Vision Transformers Are Parameter-Efficient Audio-Visual Learners
702. CVPR 2023Visual Dependency Transformers: Dependency Tree Emerges From Reversed Attention
703. CVPR 2023Visual Localization Using Imperfect 3D Models From the Internet
704. CVPR 2023Visual Prompt Multi-Modal Tracking
705. CVPR 2023Visual Recognition by Request
706. CVPR 2023Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization
707. CVPR 2023VQACL: A Novel Visual Question Answering Continual Learning Setting
708. CVPR 2023Watch or Listen: Robust Audio-Visual Speech Recognition With Visual Corruption Modeling and Reliability Scoring
709. CVPR 2023Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
710. ICLR 2023A Control-Centric Benchmark for Video Prediction
711. ICLR 2023Brain-like representational straightening of natural movies in robust feedforward neural networks
712. ICLR 2023Causality Compensated Attention for Contextual Biased Visual Recognition
713. ICLR 2023Contrastive Audio-Visual Masked Autoencoder
714. ICLR 2023Corrupted Image Modeling for Self-Supervised Visual Pre-Training
715. ICLR 2023Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths
716. ICLR 2023DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Manipulation
717. ICLR 2023EquiMod: An Equivariance Module to Improve Visual Instance Discrimination
718. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
719. ICLR 2023Learning to Decompose Visual Features with Latent Textual Prompts
720. ICLR 2023Learning to reason over visual objects
721. ICLR 2023Masked Frequency Modeling for Self-Supervised Visual Pre-Training
722. ICLR 2023MaskViT: Masked Visual Pre-Training for Video Prediction
723. ICLR 2023ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection
724. ICLR 2023SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
725. ICLR 2023Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
726. ICLR 2023Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching
727. ICLR 2023Visual Classification via Description from Large Language Models
728. ICLR 2023Visual Imitation Learning with Patch Rewards
729. ICLR 2023Visually-Augmented Language Modeling
730. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
731. ICML 2023BEATs: Audio Pre-Training with Acoustic Tokenizers
732. ICML 2023CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
733. ICML 2023Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
734. ICML 2023Dynamics-inspired Neuromorphic Visual Representation Learning
735. ICML 2023Estimating Joint Treatment Effects by Combining Multiple Experiments
736. ICML 2023Generative Decoding of Visual Stimuli
737. ICML 2023Patch-level Contrastive Learning via Positional Query for Visual Pre-training
738. ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
739. ICML 2023SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models
740. ICML 2023Towards credible visual model interpretation with path attribution
741. ICML 2023Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition
742. NeurIPS 2023A Partially-Supervised Reinforcement Learning Framework for Visual Active Search
743. NeurIPS 2023A polar prediction model for learning to represent visual transformations
744. NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
745. NeurIPS 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
746. NeurIPS 2023BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
747. NeurIPS 2023Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
748. NeurIPS 2023Brain-like Flexible Visual Inference by Harnessing Feedback Feedforward Alignment
749. NeurIPS 2023Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
750. NeurIPS 2023ClusterFomer: Clustering As A Universal Visual Learner

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.