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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025
Multimodal Variational Autoencoder: A Barycentric View AAAI 2025
DiffCLIP: Few-shot Language-driven Multimodal Classifier AAAI 2025
GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions AAAI 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025
Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025
Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025
Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis AAAI 2025
Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection AAAI 2025
Open-World Multimodal Understanding and Generation with Efficiently Finetuned Foundation Models AAAI 2025
Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained Labeling (Student Abstract) AAAI 2025
Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance AAAI 2025
Read, Watch and Scream! Sound Generation from Text and Video AAAI 2025
VidSole: A Multimodal Dataset for Joint Kinetics Quantification and Disease Detection with Deep Learning AAAI 2025
Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025
Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025
Understanding Advertisements AAAI 2025
Multisensory Machine Intelligence AAAI 2025
Learning Language Structures Through Grounding AAAI 2025
X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding EMNLP 2025
Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization AAAI 2025
Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement AAAI 2025
Multi-Modal Large Language Models are Effective Vision Learners WACV 2025