69 citations · 120 across the 12 of their papers we have counts for
3 papers · 1 filter
Information based Deep Clustering: An experimental study
Jizong Peng, Christian Desrosiers, Marco Pedersoli
Recently, two methods have shown outstanding performance for clustering images and jointly learning the feature representation. The first, called Information Maximiz-ing Self-Augme…
Discretely-constrained deep network for weakly supervised segmentation
Jizong Peng, Hoel Kervadec, Jose Dolz +3
An efficient strategy for weakly-supervised segmentation is to impose constraints or regularization priors on target regions. Recent efforts have focused on incorporating such cons…
Deep Co-Training for Semi-Supervised Image Segmentation
Jizong Peng, Guillermo Estrada, Marco Pedersoli +1
In this paper, we aim to improve the performance of semantic image segmentation in a semi-supervised setting in which training is effectuated with a reduced set of annotated images…