Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable

Yang Liu, Zhenyue Qin, Saeed Anwar +2

Ever since the advent of AlexNet, designing novel deep neural architectures for different tasks has consistently been a productive research direction. Despite the exceptional perfo…