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Alykhan Tejani

2 accepted papers

2019

PyTorch: An Imperative Style, High-Performance Deep Learning Library

NeurIPS 2019poster

Deep learning frameworks have often focused on either usability or speed, but not both. PyTorch is a machine learning library that shows that these two goals are in fact compatible: it was designed from first principles to support an imperative and Pythonic programming style that supports code as a…

2017

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

CVPR 2017oral

Despite the breakthroughs in accuracy and speed of single image super-resolution using faster and deeper convolutional neural networks, one central problem remains largely unsolved: how do we recover the finer texture details when we super-resolve at large upscaling factors? The behavior of optimiza…

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