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

MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents NAACL 2025

Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) NAACL 2025

dutir914 at SemEval-2025 Task 1: An integrated approach for Multimodal Idiomaticity Representations ACL 2025

Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding NAACL 2025

Multi-Condition Guided Diffusion Network for Multimodal Emotion Recognition in Conversation NAACL 2025

UMUTeam at SemEval-2025 Task 1: Leveraging Multimodal and Large Language Model for Identifying and Ranking Idiomatic Expressions ACL 2025

Cross-Aligned Fusion for Multimodal Understanding WACV 2025

Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map CVPR 2025

VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025

Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector CVPR 2025

Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025

SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation ACL 2025

IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025

Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025

Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models EMNLP 2025

UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks EMNLP 2025

V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models EMNLP 2025

SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025

FJWU_Squad at SemEval-2025 Task 1: An Idiom Visual Understanding Dataset for Idiom Learning ACL 2025

BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025

Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025

HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals EMNLP 2025

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025

Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025