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
401 papers, page 7 of 9
- CVPR 2024Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
- CVPR 2024Seeing the Unseen: Visual Common Sense for Semantic Placement
- CVPR 2024SUGAR: Pre-training 3D Visual Representations for Robotics
- CVPR 2024SuperPrimitive: Scene Reconstruction at a Primitive Level
- CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
- CVPR 2024TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model
- CVPR 2024The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
- CVPR 2024TIM: A Time Interval Machine for Audio-Visual Action Recognition
- CVPR 2024Towards More Unified In-context Visual Understanding
- CVPR 2024U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation
- CVPR 2024UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence
- CVPR 2024Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation
- CVPR 2024Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling
- CVPR 2024VGGSfM: Visual Geometry Grounded Deep Structure From Motion
- CVPR 2024Viewpoint-Aware Visual Grounding in 3D Scenes
- CVPR 2024VILA: On Pre-training for Visual Language Models
- CVPR 2024ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
- CVPR 2024VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
- CVPR 2024Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models
- CVPR 2024Visual In-Context Prompting
- CVPR 2024Visual Objectification in Films: Towards a New AI Task for Video Interpretation
- CVPR 2024VRP-SAM: SAM with Visual Reference Prompt
- CVPR 2024Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
- CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
- CVPR 2023An Erudite Fine-Grained Visual Classification Model
- CVPR 2023Audio-Visual Grouping Network for Sound Localization From Mixtures
- CVPR 2023Autoregressive Visual Tracking
- CVPR 2023AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction
- CVPR 2023BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
- CVPR 2023Bootstrapping Objectness From Videos by Relaxed Common Fate and Visual Grouping
- CVPR 2023CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective
- CVPR 2023Co-Training 2L Submodels for Visual Recognition
- CVPR 2023Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception
- CVPR 2023Conditional Generation of Audio From Video via Foley Analogies
- CVPR 2023Correlational Image Modeling for Self-Supervised Visual Pre-Training
- CVPR 2023CrOC: Cross-View Online Clustering for Dense Visual Representation Learning
- CVPR 2023Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline
- CVPR 2023Diversity-Aware Meta Visual Prompting
- CVPR 2023Domain Generalized Stereo Matching via Hierarchical Visual Transformation
- CVPR 2023Egocentric Audio-Visual Object Localization
- CVPR 2023EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
- CVPR 2023Explicit Visual Prompting for Low-Level Structure Segmentations
- CVPR 2023FCC: Feature Clusters Compression for Long-Tailed Visual Recognition
- CVPR 2023Fine-Grained Audible Video Description
- CVPR 2023From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models
- CVPR 2023Generative Bias for Robust Visual Question Answering
- CVPR 2023GeoLayoutLM: Geometric Pre-Training for Visual Information Extraction
- CVPR 2023Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy
- CVPR 2023HierVL: Learning Hierarchical Video-Language Embeddings
- CVPR 2023Hyperbolic Contrastive Learning for Visual Representations Beyond Objects
Ask about this trend from Claude or Cursor
Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.
Copy this prompt into your assistant
Use paperlist to show how Audio-Visual Learning papers grew at CVPR from 2023 to 2026, and which year jumped the most.
Tool the assistant calls: get_topic_stats {"topic": "audio-visual-learning"}
Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)
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.