no code implementations • 18 Jan 2021 • Takuma Yagi, Takumi Nishiyasu, Kunimasa Kawasaki, Moe Matsuki, Yoichi Sato
People spend an enormous amount of time and effort looking for lost objects.
no code implementations • 25 Sep 2019 • Danilo Vasconcellos Vargas, Shashank Kotyan, Moe Matsuki
The main idea lies in the fact that some features are present on unknown classes and that unknown classes can be defined as a combination of previous learned features without representation bias (a bias towards representation that maps only current set of input-outputs and their boundary).
1 code implementation • 15 Jun 2019 • Shashank Kotyan, Danilo Vasconcellos Vargas, Moe Matsuki
A crucial step to understanding the rationale for this lack of robustness is to assess the potential of the neural networks' representation to encode the existing features.