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

190 papers, page 2 of 4

51. CVPR 2025Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
52. CVPR 2025Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking
53. CVPR 2025Neuro-3D: Towards 3D Visual Decoding from EEG Signals
54. CVPR 2025NVILA: Efficient Frontier Visual Language Models
55. CVPR 2025Object-aware Sound Source Localization via Audio-Visual Scene Understanding
56. CVPR 2025Parallelized Autoregressive Visual Generation
57. CVPR 2025PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability
58. CVPR 2025Query Efficient Black-Box Visual Prompting with Subspace Learning
59. CVPR 2025Question-Aware Gaussian Experts for Audio-Visual Question Answering
60. CVPR 2025R-SCoRe: Revisiting Scene Coordinate Regression for Robust Large-Scale Visual Localization
61. CVPR 2025RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
62. CVPR 2025Revisiting Audio-Visual Segmentation with Vision-Centric Transformer
63. CVPR 2025Robotic Visual Instruction
64. CVPR 2025Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment
65. CVPR 2025ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting
66. CVPR 2025SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes
67. CVPR 2025Scene-agnostic Pose Regression for Visual Localization
68. CVPR 2025Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes
69. CVPR 2025ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions
70. CVPR 2025SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling
71. CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
72. CVPR 2025SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
73. CVPR 2025Spectral State Space Model for Rotation-Invariant Visual Representation Learning
74. CVPR 2025SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
75. CVPR 2025Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target.
76. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
77. CVPR 2025Synthetic Visual Genome
78. CVPR 2025Test-Time Visual In-Context Tuning
79. CVPR 2025Towards Open-Vocabulary Audio-Visual Event Localization
80. CVPR 2025TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation
81. CVPR 2025Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video
82. CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
83. CVPR 2025Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
84. CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
85. CVPR 2025VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
86. CVPR 2025VGGT: Visual Geometry Grounded Transformer
87. CVPR 2025VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
88. CVPR 2025VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network
89. CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
90. CVPR 2025Visual Prompting for One-shot Controllable Video Editing without Inversion
91. CVPR 2025ViUniT: Visual Unit Tests for More Robust Visual Programming
92. CVPR 2025VSNet: Focusing on the Linguistic Characteristics of Sign Language
93. CVPR 2025World-consistent Video Diffusion with Explicit 3D Modeling
94. CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
95. ICLR 2025Aligned Better, Listen Better for Audio-Visual Large Language Models
96. ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
97. ICLR 2025Beyond single neurons: population response geometry in digital twins of mouse visual cortex
98. ICLR 2025ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
99. ICLR 2025Denoising with a Joint-Embedding Predictive Architecture
100. ICLR 2025Endowing Visual Reprogramming with Adversarial Robustness

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.