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
69 papers, page 2 of 2
- NeurIPS 2026The Prestige: Benchmarking Cognitive Visual Reasoning using Magic Tricks
- NeurIPS 2026Thinking with Visual Primitives
- NeurIPS 2026To Think or Not to Think: Pre-Decisional Reasoning Budgets for Referring Audio-Visual Segmentation
- NeurIPS 2026Towards Visual Query Segmentation in the Wild
- NeurIPS 2026Trimming the Long-Tail of Visual World Modeling Evaluation
- NeurIPS 2026VESTA: Visual Exploration with Statistical Tool Agents
- NeurIPS 2026VideoSleuth: A Narrative-Centric Agentic System with Video-Audio Native MLLM for Long-Form Video Understanding
- NeurIPS 2026VINCIE-NExT: Unlocking Video Editing from Images via In-Context Modeling
- NeurIPS 2026VisEditBench: A Benchmark for Vector-Format Diagram Editing with Visual Instructions
- NeurIPS 2026VistaQA: Benchmarking Joint Visual Question Answering and Pixel-Level Evidence
- NeurIPS 2026Visual Grounding First, Multimodal In-context Learning Follows
- NeurIPS 2026Visual-ERM: Reward Modeling for Visual Equivalence
- NeurIPS 2026Visual-to-Executable Procedural Reconstruction of Buildings.
- NeurIPS 2026VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following
- NeurIPS 2026VocalCoachBench: Benchmarking Audio-Language Models on Expert Feedback for Singing
- NeurIPS 2026Watching Itself Watch: Self-Auditing Visual Reliance for Video Reasoning
- NeurIPS 2026What Does the Brain See? Multiview Neural Representation to Demystify the Brain-Visual Alignment
- NeurIPS 2026Where Are MLLMs Looking When They Hallucinate? Mitigating Visual Hallucination via Gaze Steering
- NeurIPS 2026Who Says What: Symbolic Trimodal Binding Mechanisms in Audio-Visual LLMs
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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.