Search Results for author: Heiko Schwarz

Found 3 papers, 1 papers with code

Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning

no code implementations9 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.

Federated Learning

DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks

1 code implementation27 Jul 2019 Simon Wiedemann, Heiner Kirchoffer, Stefan Matlage, Paul Haase, Arturo Marban, Talmaj Marinc, David Neumann, Tung Nguyen, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek

The field of video compression has developed some of the most sophisticated and efficient compression algorithms known in the literature, enabling very high compressibility for little loss of information.

Neural Network Compression Quantization +1

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