multimodal large language model

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs ICCV 2025 Distilling Multi-modal Large Language Models for Autonomous Driving CVPR 2025 Distill Visual Chart Reasoning Ability from LLMs to MLLMs EMNLP 2025 Distraction is All You Need for Multimodal Large Language Model Jailbreaking CVPR 2025 DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent ICLR 2025 Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models AAAI 2025 DocAssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering EMNLP 2025 DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming AAAI 2025 DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025 Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025 DOGR: Towards Versatile Visual Document Grounding and Referring ICCV 2025 Do Multimodal Large Language Models Truly See What We Point At? Investigating Indexical, Iconic, and Symbolic Gesture Comprehension ACL 2025 Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? CVPR 2025 Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want ICLR 2025 DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving CVPR 2025 DTOS: Dynamic Time Object Sensing with Large Multimodal Model CVPR 2025 DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding ICCV 2025 Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders ICLR 2025 EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM ICML 2025 EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025 EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models IJCNLP 2025 EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025 Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025