Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks

Naveen Panwar, Tarun Tater, Anush Sankaran +1

Existing deep learning approaches for learning visual features tend to overlearn and extract more information than what is required for the task at hand. From a privacy preservatio…