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 6 of 9
- CVPR 2024Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation
- CVPR 2024DiffusionTrack: Point Set Diffusion Model for Visual Object Tracking
- CVPR 2024Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning
- CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
- CVPR 2024Dual-View Visual Contextualization for Web Navigation
- CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
- CVPR 2024Enhancing Visual Continual Learning with Language-Guided Supervision
- CVPR 2024ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations
- CVPR 2024EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling
- CVPR 2024Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
- CVPR 2024Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
- CVPR 2024Fair-VPT: Fair Visual Prompt Tuning for Image Classification
- CVPR 2024From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
- CVPR 2024G^3-LQ: Marrying Hyperbolic Alignment with Explicit Semantic-Geometric Modeling for 3D Visual Grounding
- CVPR 2024GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
- CVPR 2024HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
- CVPR 2024HIPTrack: Visual Tracking with Historical Prompts
- CVPR 2024How to Configure Good In-Context Sequence for Visual Question Answering
- CVPR 2024HRVDA: High-Resolution Visual Document Assistant
- CVPR 2024Improved Baselines with Visual Instruction Tuning
- CVPR 2024Improved Visual Grounding through Self-Consistent Explanations
- CVPR 2024Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping
- CVPR 2024Language-aware Visual Semantic Distillation for Video Question Answering
- CVPR 2024LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry
- CVPR 2024Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
- CVPR 2024Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
- CVPR 2024Learning to Produce Semi-dense Correspondences for Visual Localization
- CVPR 2024Learning Triangular Distribution in Visual World
- CVPR 2024Learning Visual Prompt for Gait Recognition
- CVPR 2024LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
- CVPR 2024Map-Relative Pose Regression for Visual Re-Localization
- CVPR 2024MemoNav: Working Memory Model for Visual Navigation
- CVPR 2024Modular Blind Video Quality Assessment
- CVPR 2024Multi-Attribute Interactions Matter for 3D Visual Grounding
- CVPR 2024Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception
- CVPR 2024Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
- CVPR 2024Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception?
- CVPR 2024NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs
- CVPR 2024Neural Clustering based Visual Representation Learning
- CVPR 2024Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
- CVPR 2024On the Estimation of Image-matching Uncertainty in Visual Place Recognition
- CVPR 2024OpenStreetView-5M: The Many Roads to Global Visual Geolocation
- CVPR 2024Optimal Transport Aggregation for Visual Place Recognition
- CVPR 2024ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks
- CVPR 2024PerceptionGPT: Effectively Fusing Visual Perception into LLM
- CVPR 2024Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision
- CVPR 2024Probing the 3D Awareness of Visual Foundation Models
- CVPR 2024Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos
- CVPR 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
- CVPR 2024SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System
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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.