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

88 papers, page 1 of 2

1. CVPR 2024A Category Agnostic Model for Visual Rearrangment
2. CVPR 2024A Generative Approach for Wikipedia-Scale Visual Entity Recognition
3. CVPR 2024A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition
4. CVPR 2024Audio-Visual Segmentation via Unlabeled Frame Exploitation
5. CVPR 2024AV-RIR: Audio-Visual Room Impulse Response Estimation
6. CVPR 2024AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation
7. CVPR 2024AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
8. CVPR 2024Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos
9. CVPR 2024Beyond Average: Individualized Visual Scanpath Prediction
10. CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
11. CVPR 2024CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
12. CVPR 2024CogAgent: A Visual Language Model for GUI Agents
13. CVPR 2024Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
14. CVPR 2024CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training
15. CVPR 2024DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction
16. CVPR 2024Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation
17. CVPR 2024DiffusionTrack: Point Set Diffusion Model for Visual Object Tracking
18. CVPR 2024Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning
19. CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
20. CVPR 2024Dual-View Visual Contextualization for Web Navigation
21. CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
22. CVPR 2024Enhancing Visual Continual Learning with Language-Guided Supervision
23. CVPR 2024ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations
24. CVPR 2024EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling
25. CVPR 2024Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
26. CVPR 2024Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
27. CVPR 2024Fair-VPT: Fair Visual Prompt Tuning for Image Classification
28. CVPR 2024From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
29. CVPR 2024G^3-LQ: Marrying Hyperbolic Alignment with Explicit Semantic-Geometric Modeling for 3D Visual Grounding
30. CVPR 2024GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
31. CVPR 2024HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
32. CVPR 2024HIPTrack: Visual Tracking with Historical Prompts
33. CVPR 2024How to Configure Good In-Context Sequence for Visual Question Answering
34. CVPR 2024HRVDA: High-Resolution Visual Document Assistant
35. CVPR 2024Improved Baselines with Visual Instruction Tuning
36. CVPR 2024Improved Visual Grounding through Self-Consistent Explanations
37. CVPR 2024Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping
38. CVPR 2024Language-aware Visual Semantic Distillation for Video Question Answering
39. CVPR 2024LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry
40. CVPR 2024Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
41. CVPR 2024Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
42. CVPR 2024Learning to Produce Semi-dense Correspondences for Visual Localization
43. CVPR 2024Learning Triangular Distribution in Visual World
44. CVPR 2024Learning Visual Prompt for Gait Recognition
45. CVPR 2024LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
46. CVPR 2024Map-Relative Pose Regression for Visual Re-Localization
47. CVPR 2024MemoNav: Working Memory Model for Visual Navigation
48. CVPR 2024Modular Blind Video Quality Assessment
49. CVPR 2024Multi-Attribute Interactions Matter for 3D Visual Grounding
50. CVPR 2024Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception

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.