Senthil Purushwalkam Shiva Prakash

Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles

Many practical perception systems exist within larger processes which often include interactions with users or additional components that are capable of evaluating the quality of predicted solutions. In these contexts, it is beneficial to provide these oracle mechanisms with multiple highly likely h…