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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

Misalignment Attack on Text-to-Image Models via Text Embedding Optimization and Inversion EMNLP 2025
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models EMNLP 2025
A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025
SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision EMNLP 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025
Transformer25 at SemEval-2025 Task 1: A similarity-based approach SEMEVAL 2025
FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding CVPR 2025
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025
Modgenix at SemEval-2025 Task 1: Context Aware Vision Language Ranking (CAViLR) for Multimodal Idiomaticity Understanding SEMEVAL 2025
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control CVPR 2025
DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding EMNLP 2025
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level CVPR 2025
Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025
Customized Condition Controllable Generation for Video Soundtrack CVPR 2025
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts CVPR 2025
Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models EMNLP 2025
What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025
AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning CVPR 2025
UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025
FJWU_Squad at SemEval-2025 Task 1: An Idiom Visual Understanding Dataset for Idiom Learning ACL 2025
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025
ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content EMNLP 2025
Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech EMNLP 2025