Browsing Publications by Author "Sakai, Akira"
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Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations
Sakai, Akira; Sunagawa, Taro; Madan, Spandan; Suzuki, Kanata; Katoh, Takashi; e.a. (Center for Brains, Minds and Machines (CBMM), 2022-01-26)The training data distribution is often biased towards objects in certain orientations and illumination conditions. While humans have a remarkable capability of recognizing objects in out-of-distribution (OoD) orientations ...