Audio-Visual Learning papers, 2023–2026
Joint audio-video modeling
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 790 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 48 | 20 | 12 | 78 | 158 |
| 2024 | 33 | 19 | 20 | 88 | 160 |
| 2025 | 56 | 30 | 10 | 94 | 190 |
| 2026 | 69 | 39 | 32 | 142 | 282 |
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
401 papers, page 5 of 9
- CVPR 2025R-SCoRe: Revisiting Scene Coordinate Regression for Robust Large-Scale Visual Localization
- CVPR 2025RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
- CVPR 2025Revisiting Audio-Visual Segmentation with Vision-Centric Transformer
- CVPR 2025Robotic Visual Instruction
- CVPR 2025Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment
- CVPR 2025ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting
- CVPR 2025SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes
- CVPR 2025Scene-agnostic Pose Regression for Visual Localization
- CVPR 2025Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes
- CVPR 2025ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions
- CVPR 2025SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling
- CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
- CVPR 2025SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
- CVPR 2025Spectral State Space Model for Rotation-Invariant Visual Representation Learning
- CVPR 2025SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
- CVPR 2025Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target.
- CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
- CVPR 2025Synthetic Visual Genome
- CVPR 2025Test-Time Visual In-Context Tuning
- CVPR 2025Towards Open-Vocabulary Audio-Visual Event Localization
- CVPR 2025TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation
- CVPR 2025Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video
- CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
- CVPR 2025Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
- CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
- CVPR 2025VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
- CVPR 2025VGGT: Visual Geometry Grounded Transformer
- CVPR 2025VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
- CVPR 2025VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network
- CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
- CVPR 2025Visual Prompting for One-shot Controllable Video Editing without Inversion
- CVPR 2025ViUniT: Visual Unit Tests for More Robust Visual Programming
- CVPR 2025VSNet: Focusing on the Linguistic Characteristics of Sign Language
- CVPR 2025World-consistent Video Diffusion with Explicit 3D Modeling
- CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
- CVPR 2024A Category Agnostic Model for Visual Rearrangment
- CVPR 2024A Generative Approach for Wikipedia-Scale Visual Entity Recognition
- CVPR 2024A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition
- CVPR 2024Audio-Visual Segmentation via Unlabeled Frame Exploitation
- CVPR 2024AV-RIR: Audio-Visual Room Impulse Response Estimation
- CVPR 2024AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation
- CVPR 2024AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
- CVPR 2024Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos
- CVPR 2024Beyond Average: Individualized Visual Scanpath Prediction
- CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
- CVPR 2024CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
- CVPR 2024CogAgent: A Visual Language Model for GUI Agents
- CVPR 2024Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
- CVPR 2024CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training
- CVPR 2024DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction
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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.