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 8 of 16

351. CVPR 2025SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling
352. CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
353. CVPR 2025SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
354. CVPR 2025Spectral State Space Model for Rotation-Invariant Visual Representation Learning
355. CVPR 2025SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
356. CVPR 2025Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target.
357. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
358. CVPR 2025Synthetic Visual Genome
359. CVPR 2025Test-Time Visual In-Context Tuning
360. CVPR 2025Towards Open-Vocabulary Audio-Visual Event Localization
361. CVPR 2025TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation
362. CVPR 2025Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video
363. CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
364. CVPR 2025Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
365. CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
366. CVPR 2025VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
367. CVPR 2025VGGT: Visual Geometry Grounded Transformer
368. CVPR 2025VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
369. CVPR 2025VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network
370. CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
371. CVPR 2025Visual Prompting for One-shot Controllable Video Editing without Inversion
372. CVPR 2025ViUniT: Visual Unit Tests for More Robust Visual Programming
373. CVPR 2025VSNet: Focusing on the Linguistic Characteristics of Sign Language
374. CVPR 2025World-consistent Video Diffusion with Explicit 3D Modeling
375. CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
376. ICLR 2025Aligned Better, Listen Better for Audio-Visual Large Language Models
377. ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
378. ICLR 2025Beyond single neurons: population response geometry in digital twins of mouse visual cortex
379. ICLR 2025ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
380. ICLR 2025Denoising with a Joint-Embedding Predictive Architecture
381. ICLR 2025Endowing Visual Reprogramming with Adversarial Robustness
382. ICLR 2025Exploring the Design Space of Visual Context Representation in Video MLLMs
383. ICLR 2025From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities
384. ICLR 2025KiVA: Kid-inspired Visual Analogies for Testing Large Multimodal Models
385. ICLR 2025LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
386. ICLR 2025LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
387. ICLR 2025Learning Video-Conditioned Policy on Unlabelled Data with Joint Embedding Predictive Transformer
388. ICLR 2025Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions
389. ICLR 2025LongVILA: Scaling Long-Context Visual Language Models for Long Videos
390. ICLR 2025MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs
391. ICLR 2025MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation
392. ICLR 2025Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
393. ICLR 2025OMG: Opacity Matters in Material Modeling with Gaussian Splatting
394. ICLR 2025PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
395. ICLR 2025Reconstructive Visual Instruction Tuning
396. ICLR 2025Representational Similarity via Interpretable Visual Concepts
397. ICLR 2025Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives
398. ICLR 2025Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion
399. ICLR 2025TopoGaussian: Inferring Internal Topology Structures from Visual Clues
400. ICLR 2025Toward Generalizing Visual Brain Decoding to Unseen Subjects

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.