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Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization


Mar 08, 2021
Jizong Peng, Marco Pedersoli, Christian Desrosiers


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Self-paced and self-consistent co-training for semi-supervised image segmentation


Nov 09, 2020
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers

* This is a paper submitted to TMI special issue on Annotation-Efficient Deep Learning for Medical Imaging 

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Information based Deep Clustering: An experimental study


Oct 03, 2019
Jizong Peng, Christian Desrosiers, Marco Pedersoli


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Boosting Image Recognition with Non-differentiable Constraints


Oct 02, 2019
Xuan Li, Yuchen Lu, Peng Xu, Jizong Peng, Christian Desrosiers, Xue Liu


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Discretely-constrained deep network for weakly supervised segmentation


Aug 15, 2019
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers


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Deep Co-Training for Semi-Supervised Image Segmentation


Mar 27, 2019
Jizong Peng, Guillermo Estradab, Marco Pedersoli, Christian Desrosiers


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