no code implementations • 2 Nov 2022 • João Machado de Freitas, Bernhard C. Geiger
Learning invariant representations that remain useful for a downstream task is still a key challenge in machine learning.
1 code implementation • 31 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.