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01/26/2018
Weakly Supervised Object Detection with Pointwise Mutual Information
In this work a novel approach for weakly supervised object detection tha...
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07/21/2017
Neuron Pruning for Compressing Deep Networks using Maxout Architectures
This paper presents an efficient and robust approach for reducing the si...
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06/29/2017
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images
Convolutional neural networks (CNNs) show impressive performance for ima...
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09/26/2016
Optimistic and Pessimistic Neural Networks for Scene and Object Recognition
In this paper the application of uncertainty modeling to convolutional n...
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04/27/2016