no code implementations • 9 Apr 2022 • Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek
Federated learning (FL) scenarios inherently generate a large communication overhead by frequently transmitting neural network updates between clients and server.
no code implementations • 15 May 2019 • Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marban, Talmaj Marinc, David Neumann, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
We present DeepCABAC, a novel context-adaptive binary arithmetic coder for compressing deep neural networks.