Search Results for author: Manfred Mücke

Found 2 papers, 2 papers with code

Compressed Hierarchical Representations for Multi-Task Learning and Task Clustering

1 code implementation31 May 2022 João Machado de Freitas, Sebastian Berg, Bernhard C. Geiger, Manfred Mücke

In this paper, we frame homogeneous-feature multi-task learning (MTL) as a hierarchical representation learning problem, with one task-agnostic and multiple task-specific latent representations.

Clustering Multi-Task Learning +1

Understanding Cache Boundness of ML Operators on ARM Processors

1 code implementation1 Feb 2021 Bernhard Klein, Christoph Gratl, Manfred Mücke, Holger Fröning

Machine Learning compilers like TVM allow a fast and flexible deployment on embedded CPUs.


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