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Christopher Schroers

1 paper in the library · publishing 2022

Papers

Microdosing: Knowledge Distillation for GAN based Compression

arXiv Preprint Archive January 7, 2022 Leonhard Helminger, Roberto Azevedo, Abdelaziz Djelouah et al.

Recently, significant progress has been made in learned image and video compression. In particular the usage of Generative Adversarial Networks has lead to impressive results in the low bit rate regime. However, the model size remains an important issue in current state-of-the-art proposals and existing solutions require significant computation effort on the decoding side. This limits their...