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

789 papers, page 2 of 16

51. CVPR 2026FVAR Next-Focus Prediction for Visual Autoregressive Modeling
52. CVPR 2026Generalizing Visual Geometry Priors to Sparse Gaussian Occupancy Prediction
53. CVPR 2026Geometry-Guided 3D Visual Token Pruning for Video-Language Models
54. CVPR 2026GroundVTS Visual Token Sampling in Multimodal Large Language Models for
55. CVPR 2026Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation
56. CVPR 2026HAVE-Bench Hierarchical Audio-Visual Evaluation from Perception to Interaction
57. CVPR 2026HAWK Head Importance-Aware Visual Token Pruning in Multimodal Models
58. CVPR 2026HOLO Homography-Guided Pose Estimator Network for Fine-Grained Visual Localization on
59. CVPR 2026How Far Can We Go With Synthetic Data for Audio-Visual
60. CVPR 2026HypeVPR Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place
61. CVPR 2026IBISAgent Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical
62. CVPR 2026Illuminating Visual Identity in Universal Multimodal Embeddings
63. CVPR 2026In Pursuit of Pixel Supervision for Visual Pre-training
64. CVPR 2026InfinityHuman Towards Long-Term Audio-Driven Human Animation
65. CVPR 2026Investigating Self-Supervised Representations for Audio-Visual Deepfake Detection
66. CVPR 2026JUMP-Hand Learning Joint-wise Uncertainty to Gate Mixture of View Experts
67. CVPR 2026Language Models Can Explain Visual Features via Steering
68. CVPR 2026Learning to See Through a Babys Eyes Early Visual Diets
69. CVPR 2026Learning to Select Visual Tools from Experience
70. CVPR 2026LLaDA-V Large Language Diffusion Models with Visual Instruction Tuning
71. CVPR 2026Locate-then-Sparsify Attribution Guided Sparse Strategy for Visual Hallucination Mitigation
72. CVPR 2026LongStream Long-Sequence Streaming Autoregressive Visual Geometry
73. CVPR 2026Merge3D Efficient 3D Multimodal LLMs via Joint 2D-3D Token Merging
74. CVPR 2026Modeling the Visual Ambiguity of Human Sketches
75. CVPR 2026MoRE 3D Visual Geometry Reconstruction Meets Mixture-of-Experts
76. CVPR 2026NeuroFlow Toward Unified Visual Encoding and Decoding from Neural Activity
77. CVPR 2026OmniVGGT Omni-Modality Driven Visual Geometry Grounded Transformer
78. CVPR 2026OmniZip Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language
79. CVPR 2026One Layers Trash is Another Layers Treasure Adaptive Layer-wise Visual
80. CVPR 2026OpenVision 2 A Family of Generative Pretrained Visual Encoders for
81. CVPR 2026OpenVO Open-World Visual Odometry with Temporal Dynamics Awareness
82. CVPR 2026ORD Object-Relation Decoupling for Generalized 3D Visual Grounding
83. CVPR 2026ParallelVLM Lossless Video-LLM Acceleration with Visual Alignment Aware Parallel Speculative
84. CVPR 2026PAVAS Physics-Aware Video-to-Audio Synthesis
85. CVPR 2026PECCVAI Overcoming the Brittleness of AI Image Watermarking Under Visual
86. CVPR 2026PET-DINO Unifying Visual Cues into Grounding DINO with Prompt-Enriched Training
87. CVPR 2026PHANTOM Physics-Infused Video Generation via Joint Modeling of Visual and
88. CVPR 2026Pixel2Phys Distilling Governing Laws from Visual Dynamics
89. CVPR 2026Progressive Supernet Training for Efficient Visual Autoregressive Modeling
90. CVPR 2026Prompt Yourself Awakening Textual Semantics in 1D Visual Tokenizers
91. CVPR 2026Question-guided Visual Compression with Memory Feedback for Long-Term Video Understanding
92. CVPR 2026QVGGT Post-Training Quantized Visual Geometry Grounded Transformer
93. CVPR 2026Relational Visual Similarity
94. CVPR 2026Rethinking Visual Rearrangement from A Diffusion Perspective
95. CVPR 2026Retrieving Counterfactuals Improves Visual In-Context Learning
96. CVPR 2026Revisiting Visual Corruptions in LVLMs A Shape-Texture Perspective on Model
97. CVPR 2026RT-Splatting Joint Reflection-Transmission Modeling with Gaussian Splatting
98. CVPR 2026RxnCaption Reformulating Reaction Diagram Parsing as Visual Prompt Guided Captioning
99. CVPR 2026Same Attention Different Truths Put Logit-Lens over Visual Attention to
100. CVPR 2026SEA Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question

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.