75 citations · 88 across the 3 of their papers we have counts for
3 papers
cs.CV2021
Connecting Sphere Manifolds Hierarchically for Regularization
Damien Scieur, Youngsung Kim
This paper considers classification problems with hierarchically organized classes. We force the classifier (hyperplane) of each class to belong to a sphere manifold, whose center…
cs.LG2020★ 13 cited
Few-shot Visual Reasoning with Meta-analogical Contrastive Learning
Youngsung Kim, Jinwoo Shin, Eunho Yang +1
While humans can solve a visual puzzle that requires logical reasoning by observing only few samples, it would require training over large amount of data for state-of-the-art deep…
cs.CV2017★ 75 cited
Deep generative-contrastive networks for facial expression recognition
Youngsung Kim, ByungIn Yoo, Youngjun Kwak +2
As the expressive depth of an emotional face differs with individuals or expressions, recognizing an expression using a single facial image at a moment is difficult. A relative exp…