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

33 papers, page 1 of 1

1. NeurIPS 2024A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
2. NeurIPS 2024An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
3. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
4. NeurIPS 2024Bayesian-guided Label Mapping for Visual Reprogramming
5. NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
6. NeurIPS 2024Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
7. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
8. NeurIPS 2024ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
9. NeurIPS 2024Continual Audio-Visual Sound Separation
10. NeurIPS 2024ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
11. NeurIPS 2024CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
12. NeurIPS 2024Focus On What Matters: Separated Models For Visual-Based RL Generalization
13. NeurIPS 2024Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
14. NeurIPS 2024iVideoGPT: Interactive VideoGPTs are Scalable World Models
15. NeurIPS 2024Language Model as Visual Explainer
16. NeurIPS 2024Learning 1D Causal Visual Representation with De-focus Attention Networks
17. NeurIPS 2024Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
18. NeurIPS 2024LIVE: Learnable In-Context Vector for Visual Question Answering
19. NeurIPS 2024Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
20. NeurIPS 2024Mixture of Nested Experts: Adaptive Processing of Visual Tokens
21. NeurIPS 2024Mixtures of Experts for Audio-Visual Learning
22. NeurIPS 2024QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
23. NeurIPS 2024Reproducibility of predictive networks for mouse visual cortex
24. NeurIPS 2024Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
25. NeurIPS 2024Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers
26. NeurIPS 2024Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
27. NeurIPS 2024The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
28. NeurIPS 2024Towards Global Optimal Visual In-Context Learning Prompt Selection
29. NeurIPS 2024Visual Perception by Large Language Model’s Weights
30. NeurIPS 2024Visual Pinwheel Centers Act as Geometric Saliency Detectors
31. NeurIPS 2024Visual Prompt Tuning in Null Space for Continual Learning
32. NeurIPS 2024VMamba: Visual State Space Model
33. NeurIPS 2024Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio

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.