Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection?

Aristotelis-Angelos Papadopoulos, Nazim Shaikh, Mohammad Reza Rajati

Deep neural networks are known to achieve superior results in classification tasks. However, it has been recently shown that they are incapable to detect examples that are generate…