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

160 papers, page 2 of 4

51. CVPR 2024Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
52. CVPR 2024Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception?
53. CVPR 2024NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs
54. CVPR 2024Neural Clustering based Visual Representation Learning
55. CVPR 2024Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
56. CVPR 2024On the Estimation of Image-matching Uncertainty in Visual Place Recognition
57. CVPR 2024OpenStreetView-5M: The Many Roads to Global Visual Geolocation
58. CVPR 2024Optimal Transport Aggregation for Visual Place Recognition
59. CVPR 2024ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks
60. CVPR 2024PerceptionGPT: Effectively Fusing Visual Perception into LLM
61. CVPR 2024Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision
62. CVPR 2024Probing the 3D Awareness of Visual Foundation Models
63. CVPR 2024Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos
64. CVPR 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
65. CVPR 2024SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System
66. CVPR 2024Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
67. CVPR 2024Seeing the Unseen: Visual Common Sense for Semantic Placement
68. CVPR 2024SUGAR: Pre-training 3D Visual Representations for Robotics
69. CVPR 2024SuperPrimitive: Scene Reconstruction at a Primitive Level
70. CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
71. CVPR 2024TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model
72. CVPR 2024The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
73. CVPR 2024TIM: A Time Interval Machine for Audio-Visual Action Recognition
74. CVPR 2024Towards More Unified In-context Visual Understanding
75. CVPR 2024U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation
76. CVPR 2024UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence
77. CVPR 2024Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation
78. CVPR 2024Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling
79. CVPR 2024VGGSfM: Visual Geometry Grounded Deep Structure From Motion
80. CVPR 2024Viewpoint-Aware Visual Grounding in 3D Scenes
81. CVPR 2024VILA: On Pre-training for Visual Language Models
82. CVPR 2024ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
83. CVPR 2024VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
84. CVPR 2024Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models
85. CVPR 2024Visual In-Context Prompting
86. CVPR 2024Visual Objectification in Films: Towards a New AI Task for Video Interpretation
87. CVPR 2024VRP-SAM: SAM with Visual Reference Prompt
88. CVPR 2024Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
89. ICLR 2024Can Transformers Capture Spatial Relations between Objects?
90. ICLR 2024CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
91. ICLR 2024Democratizing Fine-grained Visual Recognition with Large Language Models
92. ICLR 2024DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
93. ICLR 2024Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses
94. ICLR 2024Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
95. ICLR 2024Frozen Transformers in Language Models Are Effective Visual Encoder Layers
96. ICLR 2024Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains
97. ICLR 2024Label-Focused Inductive Bias over Latent Object Features in Visual Classification
98. ICLR 2024Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning
99. ICLR 2024LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer
100. ICLR 2024Masked Audio Generation using a Single Non-Autoregressive Transformer

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.