GDumb: A Simple Approach that Questions Our Progress in Continual Learning
Puneet holds two research positions, one as a senior researcher in machine learning and computer vision at the Torr Vision Group (University of Oxford) and another as a principal researcher at an amazing startup based in Cambridge (U.K.) called Five AI. He obtained his PhD from INRIA and Ecole Centrale Paris in France in 2016 after which he moved to Oxford as a postdoctoral researcher. Puneet's research theme revolves around developing "reliable and efficient algorithms with natural intelligence using deep learning". Primarily, his current focus is on topics like continual learning, robustness, calibration, and parameter quantization.