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

ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding EMNLP 2025
VideoAds for Fast-Paced Video Understanding ICCV 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025
Learning to Inference Adaptively for Multimodal Large Language Models ICCV 2025
CoVLA: Comprehensive Vision-Language-Action Dataset for Autonomous Driving WACV 2025
Multimodal Large Language Model-Guided ISP Hyperparameter Optimization with Dynamic Preference Learning ICCV 2025
Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs ICCV 2025
ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models CVPR 2025
Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation ICCV 2025
MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning WACV 2025
SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025
MIP-GAF: A MLLM-Annotated Benchmark for Most Important Person Localization and Group Context Understanding WACV 2025
PlaceIt3D: Language-Guided Object Placement in Real 3D Scenes ICCV 2025
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025
ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers ICCV 2025
SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs ICCV 2025
Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025
ContextFace: Generating Facial Expressions from Emotional Contexts ICCV 2025
From Imitation to Innovation: The Emergence of AI's Unique Artistic Styles and the Challenge of Copyright Protection ICCV 2025
Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025
Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs EMNLP 2025
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval COLING 2025
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency ICCV 2025