Search Results for author: Kevin Brown

Found 4 papers, 2 papers with code

Advancing High Resolution Vision-Language Models in Biomedicine

1 code implementation12 Jun 2024 Zekai Chen, Arda Pekis, Kevin Brown

Multi-modal learning has significantly advanced generative AI, especially in vision-language modeling.

Language Modeling Language Modelling +2

Masked Image Modeling Advances 3D Medical Image Analysis

no code implementations25 Apr 2022 Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Samit Hirawat, Venkat Sethuraman, Mariann Micsinai Balan, Kevin Brown

Recently, masked image modeling (MIM) has gained considerable attention due to its capacity to learn from vast amounts of unlabeled data and has been demonstrated to be effective on a wide variety of vision tasks involving natural images.

Contrastive Learning Decoder +5

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