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Hyeon Cho

2 accepted papers

2023

ORC: Network Group-based Knowledge Distillation using Online Role Change

ICCV 2023poster

In knowledge distillation, since a single, omnipotent teacher network cannot solve all problems, multiple teacher-based knowledge distillations have been studied recently. However, sometimes their improvements are not as good as expected because some immature teachers may transfer the false knowledg…

Cited by 5PDFcodeScholar
2023

itKD: Interchange Transfer-Based Knowledge Distillation for 3D Object Detection

CVPR 2023poster

Point-cloud based 3D object detectors recently have achieved remarkable progress. However, most studies are limited to the development of network architectures for improving only their accuracy without consideration of the computational efficiency. In this paper, we first propose an autoencoder-styl…