no code implementations • 25 Feb 2024 • Abhishek Singh, Gauri Gupta, Ritvik Kapila, Yichuan Shi, Alex Dang, Sheshank Shankar, Mohammed Ehab, Ramesh Raskar
Federated Learning (FL) enables collaborative optimization of machine learning models across decentralized data by aggregating model parameters.
no code implementations • 9 Jan 2024 • Gauri Gupta, Ritvik Kapila, Ayush Chopra, Ramesh Raskar
Pandemics, notably the recent COVID-19 outbreak, have impacted both public health and the global economy.
1 code implementation • 7 Apr 2023 • Gauri Gupta, Ritvik Kapila, Keshav Gupta, Ramesh Raskar
Unsupervised approaches for learning representations invariant to common transformations are used quite often for object recognition.