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 2 of 4

51. CVPR 2023Prompting Large Language Models With Answer Heuristics for Knowledge-Based Visual Question Answering
52. CVPR 2023PVO: Panoptic Visual Odometry
53. CVPR 2023QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity
54. CVPR 2023Renderable Neural Radiance Map for Visual Navigation
55. CVPR 2023RILS: Masked Visual Reconstruction in Language Semantic Space
56. CVPR 2023RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases
57. CVPR 2023Self-Supervised Video Forensics by Audio-Visual Anomaly Detection
58. CVPR 2023SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
59. CVPR 2023Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment
60. CVPR 2023StructVPR: Distill Structural Knowledge With Weighting Samples for Visual Place Recognition
61. CVPR 2023SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
62. CVPR 2023Text-Visual Prompting for Efficient 2D Temporal Video Grounding
63. CVPR 2023Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training
64. CVPR 2023Top-Down Visual Attention From Analysis by Synthesis
65. CVPR 2023Towards Effective Visual Representations for Partial-Label Learning
66. CVPR 2023Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
67. CVPR 2023Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
68. CVPR 2023VideoTrack: Learning To Track Objects via Video Transformer
69. CVPR 2023ViLEM: Visual-Language Error Modeling for Image-Text Retrieval
70. CVPR 2023Vision Transformers Are Parameter-Efficient Audio-Visual Learners
71. CVPR 2023Visual Dependency Transformers: Dependency Tree Emerges From Reversed Attention
72. CVPR 2023Visual Localization Using Imperfect 3D Models From the Internet
73. CVPR 2023Visual Prompt Multi-Modal Tracking
74. CVPR 2023Visual Recognition by Request
75. CVPR 2023Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization
76. CVPR 2023VQACL: A Novel Visual Question Answering Continual Learning Setting
77. CVPR 2023Watch or Listen: Robust Audio-Visual Speech Recognition With Visual Corruption Modeling and Reliability Scoring
78. CVPR 2023Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
79. ICLR 2023A Control-Centric Benchmark for Video Prediction
80. ICLR 2023Brain-like representational straightening of natural movies in robust feedforward neural networks
81. ICLR 2023Causality Compensated Attention for Contextual Biased Visual Recognition
82. ICLR 2023Contrastive Audio-Visual Masked Autoencoder
83. ICLR 2023Corrupted Image Modeling for Self-Supervised Visual Pre-Training
84. ICLR 2023Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths
85. ICLR 2023DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Manipulation
86. ICLR 2023EquiMod: An Equivariance Module to Improve Visual Instance Discrimination
87. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
88. ICLR 2023Learning to Decompose Visual Features with Latent Textual Prompts
89. ICLR 2023Learning to reason over visual objects
90. ICLR 2023Masked Frequency Modeling for Self-Supervised Visual Pre-Training
91. ICLR 2023MaskViT: Masked Visual Pre-Training for Video Prediction
92. ICLR 2023ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection
93. ICLR 2023SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
94. ICLR 2023Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
95. ICLR 2023Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching
96. ICLR 2023Visual Classification via Description from Large Language Models
97. ICLR 2023Visual Imitation Learning with Patch Rewards
98. ICLR 2023Visually-Augmented Language Modeling
99. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
100. ICML 2023BEATs: Audio Pre-Training with Acoustic Tokenizers

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.