259 citations · 843 across the 8 of their papers we have counts for
Showing 2017Show all
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stat.ML2017
On Quadratic Penalties in Elastic Weight Consolidation
Ferenc Huszár
Elastic weight consolidation (EWC, Kirkpatrick et al, 2017) is a novel algorithm designed to safeguard against catastrophic forgetting in neural networks. EWC can be seen as an app…
stat.ML2017★ 259 cited
Lossy Image Compression with Compressive Autoencoders
Lucas Theis, Wenzhe Shi, Andrew Cunningham +1
We propose a new approach to the problem of optimizing autoencoders for lossy image compression. New media formats, changing hardware technology, as well as diverse requirements an…
stat.ML2017★ 69 cited
Variational Inference using Implicit Distributions
Ferenc Huszár
Generative adversarial networks (GANs) have given us a great tool to fit implicit generative models to data. Implicit distributions are ones we can sample from easily, and take der…