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
789 papers, page 7 of 16
- CVPR 2025Discovering Hidden Visual Concepts Beyond Linguistic Input in Infant Learning
- CVPR 2025DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models
- CVPR 2025Doppelgangers++: Improved Visual Disambiguation with Geometric 3D Features
- CVPR 2025DreamTrack: Dreaming the Future for Multimodal Visual Object Tracking
- CVPR 2025DV-Matcher: Deformation-based Non-rigid Point Cloud Matching Guided by Pre-trained Visual Features
- CVPR 2025Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics
- CVPR 2025Dynamic Updates for Language Adaptation in Visual-Language Tracking
- CVPR 2025EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
- CVPR 2025Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
- CVPR 2025Enhanced Visual-Semantic Interaction with Tailored Prompts for Pedestrian Attribute Recognition
- CVPR 2025Exploring Historical Information for RGBE Visual Tracking with Mamba
- CVPR 2025Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning
- CVPR 2025Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
- CVPR 2025FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression
- CVPR 2025Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows
- CVPR 2025GPVK-VL: Geometry-Preserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes
- CVPR 2025GroupMamba: Efficient Group-Based Visual State Space Model
- CVPR 2025HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver
- CVPR 2025JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba
- CVPR 2025Language-Guided Audio-Visual Learning for Long-Term Sports Assessment
- CVPR 2025Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
- CVPR 2025Learning to Highlight Audio by Watching Movies
- CVPR 2025Learning Visual Composition through Improved Semantic Guidance
- CVPR 2025Learning Visual Generative Priors without Text
- CVPR 2025Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference
- CVPR 2025Mamba-Adaptor: State Space Model Adaptor for Visual Recognition
- CVPR 2025MarkushGrapher: Joint Visual and Textual Recognition of Markush Structures
- CVPR 2025Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation
- CVPR 2025MITracker: Multi-View Integration for Visual Object Tracking
- CVPR 2025MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis
- CVPR 2025MobileMamba: Lightweight Multi-Receptive Visual Mamba Network
- CVPR 2025Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
- CVPR 2025Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking
- CVPR 2025Neuro-3D: Towards 3D Visual Decoding from EEG Signals
- CVPR 2025NVILA: Efficient Frontier Visual Language Models
- CVPR 2025Object-aware Sound Source Localization via Audio-Visual Scene Understanding
- CVPR 2025Parallelized Autoregressive Visual Generation
- CVPR 2025PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability
- CVPR 2025Query Efficient Black-Box Visual Prompting with Subspace Learning
- CVPR 2025Question-Aware Gaussian Experts for Audio-Visual Question Answering
- 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
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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.