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

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation ICCV 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025
Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025
Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025
Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025
FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers ICCV 2025
Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025
Learning to Inference Adaptively for Multimodal Large Language Models ICCV 2025
Do Multimodal Large Language Models Truly See What We Point At? Investigating Indexical, Iconic, and Symbolic Gesture Comprehension ACL 2025
CoVLA: Comprehensive Vision-Language-Action Dataset for Autonomous Driving WACV 2025
Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025
ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models CVPR 2025
MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning WACV 2025
MIP-GAF: A MLLM-Annotated Benchmark for Most Important Person Localization and Group Context Understanding WACV 2025
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025
RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback COLING 2025
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs COLING 2025
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning COLING 2025
Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding ICCV 2025
From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning ICCV 2025
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency ICCV 2025