no code implementations • 23 Dec 2020 • Manish Gawali, Arvind C S, Shriya Suryavanshi, Harshit Madaan, Ashrika Gaikwad, Bhanu Prakash KN, Viraj Kulkarni, Aniruddha Pant
In this paper, we compare three privacy-preserving distributed learning techniques: federated learning, split learning, and SplitFed.
no code implementations • 23 Jun 2020 • Rohit Lokwani, Ashrika Gaikwad, Viraj Kulkarni, Aniruddha Pant, Amit Kharat
COVID-19 is an infectious disease that causes respiratory problems similar to those caused by SARS-CoV (2003).
no code implementations • 18 Jun 2020 • Amit Kharat, Vinay Duddalwar, Krishna Saoji, Ashrika Gaikwad, Viraj Kulkarni, Gunjan Naik, Rohit Lokwani, Swaraj Kasliwal, Sudeep Kondal, Tanveer Gupte, Aniruddha Pant
Edge devices are revolutionizing diagnostics.
no code implementations • 18 Apr 2020 • Sudeep Kondal, Viraj Kulkarni, Ashrika Gaikwad, Amit Kharat, Aniruddha Pant
Our method works in two connected stages: in the first stage, an object detection model segments individual knees from the rest of the image; in the second stage, a regression model automatically grades each knee separately on the KL scale.