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

78 papers, page 2 of 2

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

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.