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09/08/2019
Deep weakly-supervised learning methods for classification and localization in histology images: a survey
Using state-of-the-art deep learning models for the computer-assisted di...
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07/25/2019
Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework
Weakly supervised object localization (WSOL) models aim to locate object...
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07/13/2018
Neural Networks Regularization Through Representation Learning
Neural network models and deep models are one of the leading and state o...
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09/06/2017
Neural Networks Regularization Through Class-wise Invariant Representation Learning
Training deep neural networks is known to require a large number of trai...
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04/28/2015