516 citations · 751 across the 16 of their papers we have counts for
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cs.LG2017★ 4 cited
Generative Adversarial Positive-Unlabelled Learning
Ming Hou, Brahim Chaib-draa, Chao Li +1
In this work, we consider the task of classifying binary positive-unlabeled (PU) data. The existing discriminative learning based PU models attempt to seek an optimal reweighting s…
cs.CV2017★ 11 cited
Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection
Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa
Convolutional neural networks (CNNs) have become the most successful approach in many vision-related domains. However, they are limited to domains where data is abundant. Recent wo…