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

74 papers, page 2 of 2

51. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
52. ICML 2024Rejuvenating image-GPT as Strong Visual Representation Learners
53. ICML 2024Revisiting the Power of Prompt for Visual Tuning
54. ICML 2024Sample-specific Masks for Visual Reprogramming-based Prompting
55. ICML 2024STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
56. ICML 2024Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
57. ICML 2024Unifying Image Processing as Visual Prompting Question Answering
58. ICML 2024Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
59. ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
60. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
61. ICML 2024Visual Representation Learning with Stochastic Frame Prediction
62. ICML 2024Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach
63. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
64. ICML 2023BEATs: Audio Pre-Training with Acoustic Tokenizers
65. ICML 2023CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
66. ICML 2023Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
67. ICML 2023Dynamics-inspired Neuromorphic Visual Representation Learning
68. ICML 2023Estimating Joint Treatment Effects by Combining Multiple Experiments
69. ICML 2023Generative Decoding of Visual Stimuli
70. ICML 2023Patch-level Contrastive Learning via Positional Query for Visual Pre-training
71. ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
72. ICML 2023SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models
73. ICML 2023Towards credible visual model interpretation with path attribution
74. ICML 2023Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition

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.