Search Results for author: Maya Kabkab

Found 3 papers, 2 papers with code

Task-Aware Compressed Sensing with Generative Adversarial Networks

1 code implementation5 Feb 2018 Maya Kabkab, Pouya Samangouei, Rama Chellappa

We propose to train the GANs in a task-aware fashion, specifically for reconstruction tasks.

DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size

no code implementations14 Jun 2016 Maya Kabkab, Azadeh Alavi, Rama Chellappa

Large-scale supervised classification algorithms, especially those based on deep convolutional neural networks (DCNNs), require vast amounts of training data to achieve state-of-the-art performance.

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