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Collections including paper arxiv:2412.07769

BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities

MBZUAI/BiMediX2-8B

Image-Text-to-Text • Updated 28 days ago • 345 • 4
MBZUAI/BiMediX2-8B-Bi

Image-Text-to-Text • Updated 28 days ago • 53
MBZUAI/BiMediX2-70B

Image-Text-to-Text • Updated 28 days ago • 43 • 1
MBZUAI/BiMediX2-4B

Image-Text-to-Text • Updated 26 days ago • 362

Domain-specific

On Domain-Specific Post-Training for Multimodal Large Language Models

Paper • 2411.19930 • Published Nov 29, 2024 • 25
BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities

Paper • 2412.07769 • Published Dec 10, 2024 • 26

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities

Paper • 2412.07769 • Published Dec 10, 2024 • 26

AI models in Healthcare

A Survey of Medical Vision-and-Language Applications and Their Techniques

Paper • 2411.12195 • Published Nov 19, 2024
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI

Paper • 2411.14522 • Published Nov 21, 2024 • 31
BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities

Paper • 2412.07769 • Published Dec 10, 2024 • 26

MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation

Paper • 2412.07147 • Published Dec 10, 2024 • 5
Grounding Descriptions in Images informs Zero-Shot Visual Recognition

Paper • 2412.04429 • Published Dec 5, 2024
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models

Paper • 2412.05939 • Published Dec 8, 2024 • 14
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions

Paper • 2412.08737 • Published Dec 11, 2024 • 52

Multimodal Benchmarks

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9, 2024 • 43
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Paper • 2407.12772 • Published Jul 17, 2024 • 33
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models

Paper • 2407.11691 • Published Jul 16, 2024 • 13
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5, 2024 • 61

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 181
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training

Paper • 2401.00849 • Published Jan 1, 2024 • 15
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 48
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Paper • 2311.00571 • Published Nov 1, 2023 • 41

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