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

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025

SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning 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

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework ICCV 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

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 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

MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models EMNLP 2025