2 papers
cs.LG2021
Learning to Ignore: Fair and Task Independent Representations
Linda H. Boedi, Helmut Grabner
Training fair machine learning models, aiming for their interpretability and solving the problem of domain shift has gained a lot of interest in the last years. There is a vast amo…
eess.IV2019
Observer Dependent Lossy Image Compression
Maurice Weber, Cedric Renggli, Helmut Grabner +1
Deep neural networks have recently advanced the state-of-the-art in image compression and surpassed many traditional compression algorithms. The training of such networks involves…