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

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NIPS 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach NIPS 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting NIPS 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking EMNLP 2024
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension EMNLP 2024
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models EMNLP 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data CVPR 2024
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs CVPR 2024
Honeybee: Locality-enhanced Projector for Multimodal LLM CVPR 2024
Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID CVPR 2024
GSVA: Generalized Segmentation via Multimodal Large Language Models CVPR 2024
SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection CVPR 2024
Towards Language-Driven Video Inpainting via Multimodal Large Language Models CVPR 2024
Link-Context Learning for Multimodal LLMs CVPR 2024
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback CVPR 2024
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models CVPR 2024
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding CVPR 2024
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation CVPR 2024
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation CVPR 2024