23 citations · 37 across the 40 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CV2020★ 23 cited
Disentangling Label Distribution for Long-tailed Visual Recognition
Youngkyu Hong, Seungju Han, Kwanghee Choi +3
The current evaluation protocol of long-tailed visual recognition trains the classification model on the long-tailed source label distribution and evaluates its performance on the…
cs.LG2020
Combating the Instability of Mutual Information-based Losses via Regularization
Kwanghee Choi, Siyeong Lee
Notable progress has been made in numerous fields of machine learning based on neural network-driven mutual information (MI) bounds. However, utilizing the conventional MI-based lo…