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

401 papers, page 8 of 9

351. CVPR 2023Images Speak in Images: A Generalist Painter for In-Context Visual Learning
352. CVPR 2023Improving Selective Visual Question Answering by Learning From Your Peers
353. CVPR 2023Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling
354. CVPR 2023Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations
355. CVPR 2023iQuery: Instruments As Queries for Audio-Visual Sound Separation
356. CVPR 2023Joint Visual Grounding and Tracking With Natural Language Specification
357. CVPR 2023Language-Guided Audio-Visual Source Separation via Trimodal Consistency
358. CVPR 2023Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
359. CVPR 2023Learning Federated Visual Prompt in Null Space for MRI Reconstruction
360. CVPR 2023Learning Rotation-Equivariant Features for Visual Correspondence
361. CVPR 2023Learning To Dub Movies via Hierarchical Prosody Models
362. CVPR 2023Learning Visual Representations via Language-Guided Sampling
363. CVPR 2023Logical Implications for Visual Question Answering Consistency
364. CVPR 2023Long-Term Visual Localization With Mobile Sensors
365. CVPR 2023Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning
366. CVPR 2023MetaCLUE: Towards Comprehensive Visual Metaphors Research
367. CVPR 2023Mixed Autoencoder for Self-Supervised Visual Representation Learning
368. CVPR 2023Modeling Entities As Semantic Points for Visual Information Extraction in the Wild
369. CVPR 2023Multimodal Prompting With Missing Modalities for Visual Recognition
370. CVPR 2023Neural Volumetric Memory for Visual Locomotion Control
371. CVPR 2023Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation States
372. CVPR 2023OrienterNet: Visual Localization in 2D Public Maps With Neural Matching
373. CVPR 2023Parametric Implicit Face Representation for Audio-Driven Facial Reenactment
374. CVPR 2023Prompting Large Language Models With Answer Heuristics for Knowledge-Based Visual Question Answering
375. CVPR 2023PVO: Panoptic Visual Odometry
376. CVPR 2023QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity
377. CVPR 2023Renderable Neural Radiance Map for Visual Navigation
378. CVPR 2023RILS: Masked Visual Reconstruction in Language Semantic Space
379. CVPR 2023RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases
380. CVPR 2023Self-Supervised Video Forensics by Audio-Visual Anomaly Detection
381. CVPR 2023SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
382. CVPR 2023Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment
383. CVPR 2023StructVPR: Distill Structural Knowledge With Weighting Samples for Visual Place Recognition
384. CVPR 2023SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
385. CVPR 2023Text-Visual Prompting for Efficient 2D Temporal Video Grounding
386. CVPR 2023Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training
387. CVPR 2023Top-Down Visual Attention From Analysis by Synthesis
388. CVPR 2023Towards Effective Visual Representations for Partial-Label Learning
389. CVPR 2023Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
390. CVPR 2023Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
391. CVPR 2023VideoTrack: Learning To Track Objects via Video Transformer
392. CVPR 2023ViLEM: Visual-Language Error Modeling for Image-Text Retrieval
393. CVPR 2023Vision Transformers Are Parameter-Efficient Audio-Visual Learners
394. CVPR 2023Visual Dependency Transformers: Dependency Tree Emerges From Reversed Attention
395. CVPR 2023Visual Localization Using Imperfect 3D Models From the Internet
396. CVPR 2023Visual Prompt Multi-Modal Tracking
397. CVPR 2023Visual Recognition by Request
398. CVPR 2023Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization
399. CVPR 2023VQACL: A Novel Visual Question Answering Continual Learning Setting
400. CVPR 2023Watch or Listen: Robust Audio-Visual Speech Recognition With Visual Corruption Modeling and Reliability Scoring

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.