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Adaptive Optimization with Examplewise Gradients



Julius Kunze , James Townsend , David Barber

* 9 pages, 1 figure, 3 tables 

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HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models



James Townsend , Thomas Bird , Julius Kunze , David Barber


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Gaussian Mean Field Regularizes by Limiting Learned Information



Julius Kunze , Louis Kirsch , Hippolyt Ritter , David Barber


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Modular Networks: Learning to Decompose Neural Computation



Louis Kirsch , Julius Kunze , David Barber

* NIPS 2018 

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Stochastic Variational Optimization



Thomas Bird , Julius Kunze , David Barber


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Transfer Learning for Speech Recognition on a Budget



Julius Kunze , Louis Kirsch , Ilia Kurenkov , Andreas Krug , Jens Johannsmeier , Sebastian Stober

* Accepted for 2nd ACL Workshop on Representation Learning for NLP 

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