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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025
Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference WACV 2025
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025
A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025
VC4VG: Optimizing Video Captions for Text-to-Video Generation EMNLP 2025
MIO: A Foundation Model on Multimodal Tokens EMNLP 2025
TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025
Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025
R-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models EMNLP 2025
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025
VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025
LATTE: Learning to Think with Vision Specialists EMNLP 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025
CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025
Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression EMNLP 2025
ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning EMNLP 2025
PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025
MathBuddy: A Multimodal System for Affective Math Tutoring EMNLP 2025
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025
MoEdit: On Learning Quantity Perception for Multi-object Image Editing CVPR 2025