multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding AAAI 2026

Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports from Scratch with Agentic Framework AAAI 2026

M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs AAAI 2026

CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding AAAI 2026

StyleBreak: Revealing Alignment Vulnerabilities in Large Audio-Language Models via Style-Aware Audio Jailbreak AAAI 2026

Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting AAAI 2026

TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection AAAI 2026

EgoEMS: A High-Fidelity Multimodal Egocentric Dataset for Cognitive Assistance in Emergency Medical Services AAAI 2026

Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning AAAI 2026

Layout-Aware Document Parsing with Visual-Linguistic Fusion: The DATA-LUX with Academic Content Service Provider AAAI 2026

GAICo: A Deployed and Extensible Framework for Evaluating Diverse and Multimodal Generative AI Outputs AAAI 2026

BRI-MH: Behavioral Risk Index for Mental Health — An Interpretable Multimodal LLM-Augmented Framework (Student Abstract) AAAI 2026

PAL: Personal Adaptive Learner AAAI 2026

Multimodal Robust Prompt Distillation for 3D Point Cloud Models AAAI 2026

Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis AAAI 2026

Walking Further: Semantic-Aware Multimodal Gait Recognition Under Long-Range Conditions AAAI 2026

Rethinking Multimodal Point Cloud Completion: A Completion-by-Correction Perspective AAAI 2026

PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data AAAI 2026

Fusing Time-Domain and Constellation Views: A Multimodal MAE for Wireless Signals (Student Abstract) AAAI 2026

Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting AAAI 2026

BLM-Guard: Explainable Multimodal Ad Moderation with Chain-of-Thought and Policy-Aligned Rewards AAAI 2026

AV-SSAN: Audio-Visual Selective DOA Estimation Through Explicit Multi-Band Semantic-Spatial Alignment AAAI 2026

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning AAAI 2026

alexandru412 at MWE-2026 AdMIRe 2.0: Advancing Multimodal Idiomaticity Representation EACL 2026

A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026