Sudeep Katakol

Sudeep Katakol

Electrical and Computer Engineering Master's student at University of Michigan, Ann Arbor

APPCAIR, Bits Pilani

  • Advisors: Prof. Ashwin Srinivasan and Dr. Lovekesh Vig
  • Improved existing techniques for representation learning of Chest X Rays by developing a specialized loss involving a weighted square loss component and a multi-instance learning based detection loss component.
  • The usage of this loss led to better representations that capture the intricate details in the X-rays and ultimately resulted in improved detection accuracies when the learnt representations are transferred to a new task.