7 citations · 7 across the 2 of their papers we have counts for
4 papers · 1 filter
Rethinking Soft Label in Label Distribution Learning Perspective
Seungbum Hong, Jihun Yoon, Bogyu Park +1
The primary goal of training in early convolutional neural networks (CNN) is the higher generalization performance of the model. However, as the expected calibration error (ECE), w…
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries
Jihun Yoon, Jiwon Lee, Sunghwan Heo +9
Automated surgical instrument localization is an important technology to understand the surgical process and in order to analyze them to provide meaningful guidance during surgery…
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks
Seungbum Hong, Jihun Yoon, Junmo Kim +1
Knowledge transfer using convolutional neural networks (CNNs) can help efficiently train a CNN with fewer parameters or maximize the generalization performance under limited superv…
Semi-Supervised Object Detection with Sparsely Annotated Dataset
Jihun Yoon, Seungbum Hong, Sanha Jeong +1
In training object detector based on convolutional neural networks, selection of effective positive examples for training is an important factor. However, when training an anchor-b…