89 citations · 370 across the 13 of their papers we have counts for
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cs.CV2021
Projected GANs Converge Faster
Axel Sauer, Kashyap Chitta, Jens Müller +1
Generative Adversarial Networks (GANs) produce high-quality images but are challenging to train. They need careful regularization, vast amounts of compute, and expensive hyper-para…
cs.RO2021★ 27 cited
Zoomorphic Gestures for Communicating Cobot States
Vanessa Sauer, Axel Sauer, Alexander Mertens
Communicating the robot state is vital to creating an efficient and trustworthy collaboration between humans and collaborative robots (cobots). Standard approaches for Robot-to-hum…
cs.LG2021★ 29 cited
Counterfactual Generative Networks
Axel Sauer, Andreas Geiger
Neural networks are prone to learning shortcuts -- they often model simple correlations, ignoring more complex ones that potentially generalize better. Prior works on image classif…