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20052026
most citedUnsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

6.9k citations

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Showing 2013 · cs.LGShow all

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cs.LG2013★ 52 cited

Multi-GPU Training of ConvNets

Omry Yadan, Keith Adams, Yaniv Taigman +1

In this work we evaluate different approaches to parallelize computation of convolutional neural networks across several GPUs.

cs.LG2013★ 697 cited

Predicting Parameters in Deep Learning

Misha Denil, Babak Shakibi, Laurent Dinh +2

We demonstrate that there is significant redundancy in the parameterization of several deep learning models. Given only a few weight values for each feature it is possible to accur…