79 citations · 122 across the 6 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
eess.IV2021
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images
Lukas Uzolas, Javier Rico, Pierrick Coupé +2
Advances in deep-learning-based pipelines have led to breakthroughs in a variety of microscopy image diagnostics. However, a sufficiently big training data set is usually difficult…
cs.CV2021
POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring
Reda Abdellah Kamraoui, Vinh-Thong Ta, Nicolas Papadakis +3
Semi-supervised learning (SSL) uses unlabeled data to compensate for the scarcity of annotated images and the lack of method generalization to unseen domains, two usual problems in…