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

789 papers, page 11 of 16

501. CVPR 2024GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
502. CVPR 2024HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
503. CVPR 2024HIPTrack: Visual Tracking with Historical Prompts
504. CVPR 2024How to Configure Good In-Context Sequence for Visual Question Answering
505. CVPR 2024HRVDA: High-Resolution Visual Document Assistant
506. CVPR 2024Improved Baselines with Visual Instruction Tuning
507. CVPR 2024Improved Visual Grounding through Self-Consistent Explanations
508. CVPR 2024Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping
509. CVPR 2024Language-aware Visual Semantic Distillation for Video Question Answering
510. CVPR 2024LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry
511. CVPR 2024Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
512. CVPR 2024Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
513. CVPR 2024Learning to Produce Semi-dense Correspondences for Visual Localization
514. CVPR 2024Learning Triangular Distribution in Visual World
515. CVPR 2024Learning Visual Prompt for Gait Recognition
516. CVPR 2024LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
517. CVPR 2024Map-Relative Pose Regression for Visual Re-Localization
518. CVPR 2024MemoNav: Working Memory Model for Visual Navigation
519. CVPR 2024Modular Blind Video Quality Assessment
520. CVPR 2024Multi-Attribute Interactions Matter for 3D Visual Grounding
521. CVPR 2024Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception
522. CVPR 2024Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
523. CVPR 2024Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception?
524. CVPR 2024NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs
525. CVPR 2024Neural Clustering based Visual Representation Learning
526. CVPR 2024Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
527. CVPR 2024On the Estimation of Image-matching Uncertainty in Visual Place Recognition
528. CVPR 2024OpenStreetView-5M: The Many Roads to Global Visual Geolocation
529. CVPR 2024Optimal Transport Aggregation for Visual Place Recognition
530. CVPR 2024ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks
531. CVPR 2024PerceptionGPT: Effectively Fusing Visual Perception into LLM
532. CVPR 2024Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision
533. CVPR 2024Probing the 3D Awareness of Visual Foundation Models
534. CVPR 2024Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos
535. CVPR 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
536. CVPR 2024SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System
537. CVPR 2024Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
538. CVPR 2024Seeing the Unseen: Visual Common Sense for Semantic Placement
539. CVPR 2024SUGAR: Pre-training 3D Visual Representations for Robotics
540. CVPR 2024SuperPrimitive: Scene Reconstruction at a Primitive Level
541. CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
542. CVPR 2024TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model
543. CVPR 2024The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
544. CVPR 2024TIM: A Time Interval Machine for Audio-Visual Action Recognition
545. CVPR 2024Towards More Unified In-context Visual Understanding
546. CVPR 2024U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation
547. CVPR 2024UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence
548. CVPR 2024Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation
549. CVPR 2024Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling
550. CVPR 2024VGGSfM: Visual Geometry Grounded Deep Structure From Motion

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.