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 10 of 16

451. NeurIPS 2025Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals
452. NeurIPS 2025Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence
453. NeurIPS 2025STSBench: A Large-Scale Dataset for Modeling Neuronal Activity in the Dorsal Stream of Primate Visual Cortex
454. NeurIPS 2025The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
455. NeurIPS 2025Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
456. NeurIPS 2025Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
457. NeurIPS 2025Towards A Translative Model of Sperm Whale Vocalization
458. NeurIPS 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
459. NeurIPS 2025Transformer brain encoders explain human high-level visual responses
460. NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
461. NeurIPS 2025UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface
462. NeurIPS 2025un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
463. NeurIPS 2025Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
464. NeurIPS 2025Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
465. NeurIPS 2025Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations
466. NeurIPS 2025Visual Instruction Bottleneck Tuning
467. NeurIPS 2025Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting
468. NeurIPS 2025Visual Sync: Multi‑Camera Synchronization via Cross‑View Object Motion
469. NeurIPS 2025VisualLens: Personalization through Task-Agnostic Visual History
470. NeurIPS 2025Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM
471. NeurIPS 2025Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
472. CVPR 2024A Category Agnostic Model for Visual Rearrangment
473. CVPR 2024A Generative Approach for Wikipedia-Scale Visual Entity Recognition
474. CVPR 2024A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition
475. CVPR 2024Audio-Visual Segmentation via Unlabeled Frame Exploitation
476. CVPR 2024AV-RIR: Audio-Visual Room Impulse Response Estimation
477. CVPR 2024AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation
478. CVPR 2024AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
479. CVPR 2024Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos
480. CVPR 2024Beyond Average: Individualized Visual Scanpath Prediction
481. CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
482. CVPR 2024CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
483. CVPR 2024CogAgent: A Visual Language Model for GUI Agents
484. CVPR 2024Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
485. CVPR 2024CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training
486. CVPR 2024DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction
487. CVPR 2024Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation
488. CVPR 2024DiffusionTrack: Point Set Diffusion Model for Visual Object Tracking
489. CVPR 2024Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning
490. CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
491. CVPR 2024Dual-View Visual Contextualization for Web Navigation
492. CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
493. CVPR 2024Enhancing Visual Continual Learning with Language-Guided Supervision
494. CVPR 2024ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations
495. CVPR 2024EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling
496. CVPR 2024Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
497. CVPR 2024Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
498. CVPR 2024Fair-VPT: Fair Visual Prompt Tuning for Image Classification
499. CVPR 2024From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
500. CVPR 2024G^3-LQ: Marrying Hyperbolic Alignment with Explicit Semantic-Geometric Modeling for 3D Visual Grounding

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.