Výsledky vyhledávání - "Jadhav A. S."

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Framework for Co-distillation Driven Federated Learning to Address Class Imbalance in Healthcare

Autor: Racha, Suraj, Gupta, Shubh, Firdowse, Humaira, Solanki, Aastik, Ramakrishnan, Ganesh, Jadhav, Kshitij S.

Federated Learning (FL) is a pioneering approach in distributed machine learning, enabling collaborative model training across multiple clients while retaining data privacy. However, the inherent heterogeneity due to imbalanced resource representatio

Externí odkaz: http://arxiv.org/abs/2411.10383

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MiShape: 3D Shape Modelling of Mitochondria in Microscopy

Autor: Punnakkal, Abhinanda R., Jadhav, Suyog S, Horsch, Alexander, Agarwal, Krishna, Prasad, Dilip K.

Fluorescence microscopy is a quintessential tool for observing cells and understanding the underlying mechanisms of life-sustaining processes of all living organisms. The problem of extracting 3D shape of mitochondria from fluorescence microscopy ima

Externí odkaz: http://arxiv.org/abs/2303.01546

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