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Yuria Utsumi

2 accepted papers

2022

Knowledge Distillation via Constrained Variational Inference

AAAI 2022technical

Knowledge distillation has been used to capture the knowledge of a teacher model and distill it into a student model with some desirable characteristics such as being smaller, more efficient, or more generalizable. In this paper, we propose a framework for distilling the knowledge of a powerful disc…

Cited by 4SourcePDFScholar
2018

CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism

IROS 2018poster

Many children on autism spectrum have atypical behavioral expressions of engagement compared to their neu-rotypical peers. In this paper, we investigate the performance of deep learning models in the task of automated engagement estimation from face images of children with autism. Specifically, we u…

Cited by 95SourceScholar