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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

Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025
What You Have is What You Track: Adaptive and Robust Multimodal Tracking ICCV 2025
GENMO: A GENeralist Model for Human MOtion ICCV 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SEMEVAL 2025
Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025
TS-CLIP: Time Series Understanding by CLIP EMNLP 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation SEMEVAL 2025
Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis WACV 2025
MathBuddy: A Multimodal System for Affective Math Tutoring EMNLP 2025
Generating Fine Details of Entity Interactions EMNLP 2025
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025
Can Out-of-Domain Data Help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection? WACV 2025
BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025
Multi-View Incongruity Learning for Multimodal Sarcasm Detection COLING 2025
Does Vision Accelerate Hierarchical Generalization in Neural Language Learners? COLING 2025
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models COLING 2025
You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives COLING 2025
Context-Informed Machine Translation of Manga using Multimodal Large Language Models COLING 2025
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models COLING 2025
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025
PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening ICCV 2025
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025