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

20 papers, page 1 of 1

1. ICLR 2023A Control-Centric Benchmark for Video Prediction
2. ICLR 2023Brain-like representational straightening of natural movies in robust feedforward neural networks
3. ICLR 2023Causality Compensated Attention for Contextual Biased Visual Recognition
4. ICLR 2023Contrastive Audio-Visual Masked Autoencoder
5. ICLR 2023Corrupted Image Modeling for Self-Supervised Visual Pre-Training
6. ICLR 2023Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths
7. ICLR 2023DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Manipulation
8. ICLR 2023EquiMod: An Equivariance Module to Improve Visual Instance Discrimination
9. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
10. ICLR 2023Learning to Decompose Visual Features with Latent Textual Prompts
11. ICLR 2023Learning to reason over visual objects
12. ICLR 2023Masked Frequency Modeling for Self-Supervised Visual Pre-Training
13. ICLR 2023MaskViT: Masked Visual Pre-Training for Video Prediction
14. ICLR 2023ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection
15. ICLR 2023SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
16. ICLR 2023Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
17. ICLR 2023Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching
18. ICLR 2023Visual Classification via Description from Large Language Models
19. ICLR 2023Visual Imitation Learning with Patch Rewards
20. ICLR 2023Visually-Augmented Language 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.