no code implementations • 19 Apr 2021 • Sudeep Katakol, Luis Herranz, Fei Yang, Marta Mrak
Neural image compression (NIC) is a new coding paradigm where coding capabilities are captured by deep models learned from data.
no code implementations • 22 Apr 2020 • Sudeep Katakol, Basem Elbarashy, Luis Herranz, Joost Van de Weijer, Antonio M. Lopez
Moreover, we may only have compressed images at training time but are able to use original images at inference time, or vice versa, and in such a case, the downstream model suffers from covariate shift.