Search Results for author: Fatemeh Ghezloo

Found 2 papers, 2 papers with code

Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos

2 code implementations • CVPR 2024 • Mehmet Saygin Seyfioglu, Wisdom O. Ikezogwo, Fatemeh Ghezloo, Ranjay Krishna, Linda Shapiro

Training multi-model models for histopathology requires instruction tuning datasets, which currently contain information for individual image patches, without a spatial grounding of the concepts within each patch and without a wider view of the WSI.

Image Captioning Visual Question Answering (VQA) +1

127

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Code

Quilt-1M: One Million Image-Text Pairs for Histopathology

2 code implementations • NeurIPS 2023 • Wisdom Oluchi Ikezogwo, Mehmet Saygin Seyfioglu, Fatemeh Ghezloo, Dylan Stefan Chan Geva, Fatwir Sheikh Mohammed, Pavan Kumar Anand, Ranjay Krishna, Linda Shapiro

From YouTube, we curate QUILT: a large-scale vision-language dataset consisting of $802, 144$ image and text pairs.

Automatic Speech Recognition Cross-Modal Retrieval +3

127

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Code

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