no code implementations • 27 Feb 2024 • H. Burak Dogaroglu, A. Burakhan Koyuncu, Atanas Boev, Elena Alshina, Eckehard Steinbach
As learned image codecs (LICs) become more prevalent, their low coding efficiency for out-of-distribution data becomes a bottleneck for some applications.
no code implementations • 25 Jun 2023 • A. Burakhan Koyuncu, Panqi Jia, Atanas Boev, Elena Alshina, Eckehard Steinbach
Entropy estimation is essential for the performance of learned image compression.
no code implementations • 4 Mar 2022 • A. Burakhan Koyuncu, Han Gao, Atanas Boev, Georgii Gaikov, Elena Alshina, Eckehard Steinbach
Entropy modeling is a key component for high-performance image compression algorithms.