conftrace_

multimodal large language model

966 papers

Explore in graph

Also known as

MLLMS M-LLM MLLM

Co-occurring keywords

multimodal learning (4645) benchmark evaluation (1556) large language model (13587) visual question answering (1017) visual reasoning (493) video understanding (1658) instruction tuning (838) vision-language model (2348) chain-of-thought reasoning (551) visual grounding (518)

Papers

Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025
ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation NAACL 2025
Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding NAACL 2025
MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025
Caption Generation in Cultural Heritage: Crowdsourced Data and Tuning Multimodal Large Language Models NAACL 2025
MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models ICCV 2025
DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes ICCV 2025
ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning ICCV 2025
Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025
FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers ICCV 2025
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models ICCV 2025
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis ICCV 2025
From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance ICCV 2025
Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles ICCV 2025
AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering ICCV 2025
LIRA: Reasoning Reconstruction via Multimodal Large Language Models ICCV 2025
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs ICCV 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models ICCV 2025
Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs ICCV 2025
Aligning Effective Tokens with Video Anomaly in Large Language Models ICCV 2025
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency ICCV 2025
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025
Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025
GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices ICCV 2025