conftrace_

multimodal large language model

966 papers

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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

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization ICCV 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment ICCV 2025
TWIST & SCOUT: Grounding Multimodal LLM-Experts by Forget-Free Tuning ICCV 2025
VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs ICCV 2025
p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay ICCV 2025
LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs ICCV 2025
Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models COLING 2025
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models AACL 2025
MINERVA: Evaluating Complex Video Reasoning ICCV 2025
CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships? ACL 2025
Large Language and Protein Assistant for Protein-Protein Interactions Prediction ACL 2025
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024
A Multimodal Large Language Model “Foresees” Objects Based on Verb Information but Not Gender EMNLP 2024
Personalized Video Comment Generation EMNLP 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model EMNLP 2024
OneLLM: One Framework to Align All Modalities with Language CVPR 2024
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception CVPR 2024
Large Language Models can Share Images, Too! ACL 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ACL 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024
The Revolution of Multimodal Large Language Models: A Survey ACL 2024
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain ACL 2024
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning ACL 2024
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation ACL 2024