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 1 of 4

1. CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
2. CVPR 2023An Erudite Fine-Grained Visual Classification Model
3. CVPR 2023Audio-Visual Grouping Network for Sound Localization From Mixtures
4. CVPR 2023Autoregressive Visual Tracking
5. CVPR 2023AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction
6. CVPR 2023BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
7. CVPR 2023Bootstrapping Objectness From Videos by Relaxed Common Fate and Visual Grouping
8. CVPR 2023CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective
9. CVPR 2023Co-Training 2L Submodels for Visual Recognition
10. CVPR 2023Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception
11. CVPR 2023Conditional Generation of Audio From Video via Foley Analogies
12. CVPR 2023Correlational Image Modeling for Self-Supervised Visual Pre-Training
13. CVPR 2023CrOC: Cross-View Online Clustering for Dense Visual Representation Learning
14. CVPR 2023Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline
15. CVPR 2023Diversity-Aware Meta Visual Prompting
16. CVPR 2023Domain Generalized Stereo Matching via Hierarchical Visual Transformation
17. CVPR 2023Egocentric Audio-Visual Object Localization
18. CVPR 2023EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
19. CVPR 2023Explicit Visual Prompting for Low-Level Structure Segmentations
20. CVPR 2023FCC: Feature Clusters Compression for Long-Tailed Visual Recognition
21. CVPR 2023Fine-Grained Audible Video Description
22. CVPR 2023From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models
23. CVPR 2023Generative Bias for Robust Visual Question Answering
24. CVPR 2023GeoLayoutLM: Geometric Pre-Training for Visual Information Extraction
25. CVPR 2023Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy
26. CVPR 2023HierVL: Learning Hierarchical Video-Language Embeddings
27. CVPR 2023Hyperbolic Contrastive Learning for Visual Representations Beyond Objects
28. CVPR 2023Images Speak in Images: A Generalist Painter for In-Context Visual Learning
29. CVPR 2023Improving Selective Visual Question Answering by Learning From Your Peers
30. CVPR 2023Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling
31. CVPR 2023Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations
32. CVPR 2023iQuery: Instruments As Queries for Audio-Visual Sound Separation
33. CVPR 2023Joint Visual Grounding and Tracking With Natural Language Specification
34. CVPR 2023Language-Guided Audio-Visual Source Separation via Trimodal Consistency
35. CVPR 2023Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
36. CVPR 2023Learning Federated Visual Prompt in Null Space for MRI Reconstruction
37. CVPR 2023Learning Rotation-Equivariant Features for Visual Correspondence
38. CVPR 2023Learning To Dub Movies via Hierarchical Prosody Models
39. CVPR 2023Learning Visual Representations via Language-Guided Sampling
40. CVPR 2023Logical Implications for Visual Question Answering Consistency
41. CVPR 2023Long-Term Visual Localization With Mobile Sensors
42. CVPR 2023Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning
43. CVPR 2023MetaCLUE: Towards Comprehensive Visual Metaphors Research
44. CVPR 2023Mixed Autoencoder for Self-Supervised Visual Representation Learning
45. CVPR 2023Modeling Entities As Semantic Points for Visual Information Extraction in the Wild
46. CVPR 2023Multimodal Prompting With Missing Modalities for Visual Recognition
47. CVPR 2023Neural Volumetric Memory for Visual Locomotion Control
48. CVPR 2023Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation States
49. CVPR 2023OrienterNet: Visual Localization in 2D Public Maps With Neural Matching
50. CVPR 2023Parametric Implicit Face Representation for Audio-Driven Facial Reenactment

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.