2 papers
cs.CV2021
Spatially Consistent Representation Learning
Byungseok Roh, Wuhyun Shin, Ildoo Kim +1
Self-supervised learning has been widely used to obtain transferrable representations from unlabeled images. Especially, recent contrastive learning methods have shown impressive p…
cs.CV2020
BABO: Background Activation Black-Out for Efficient Object Detection
Byungseok Roh, Han-Cheol Cho, Myung-Ho Ju +1
Recent advances in deep learning have enabled complex real-world use cases comprised of multiple vision tasks and detection tasks are being shifted to the edge side as a pre-proces…