1 code implementation • 26 Jun 2023 • Olga Zatsarynna, Juergen Gall
In this paper, we address the problem of short-term action anticipation, i. e., we want to predict an upcoming action one second before it happens.
Ranked #1 on Action Anticipation on Assembly101
no code implementations • 24 Sep 2022 • Olga Zatsarynna, Yazan Abu Farha, Juergen Gall
Distinguishing if an action is performed as intended or if an intended action fails is an important skill that not only humans have, but that is also important for intelligent systems that operate in human environments.
no code implementations • 18 Jul 2021 • Olga Zatsarynna, Yazan Abu Farha, Juergen Gall
This poses a problem for domains such as autonomous driving, where the reaction time is crucial.
Ranked #8 on Action Anticipation on EPIC-KITCHENS-100 (test)
no code implementations • 30 Dec 2019 • Olga Zatsarynna, Johann Sawatzky, Juergen Gall
On unlabeled images, we predict a probability map for latent classes and use it as a supervision signal to learn semantic segmentation.