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Aleksander Wieczorek

Learning Conditional Invariance through Cycle Consistency

Nov 25, 2021
Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth

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* 16 pages, 3 figures, published at the DAGM German Conference on Pattern Recognition, Sep. 28 - Oct. 1, 2021

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On the Difference Between the Information Bottleneck and the Deep Information Bottleneck

Dec 31, 2019
Aleksander Wieczorek, Volker Roth

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Informed MCMC with Bayesian Neural Networks for Facial Image Analysis

Nov 29, 2018
Adam Kortylewski, Mario Wieser, Andreas Morel-Forster, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth, Thomas Vetter

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* Accepted to the Bayesian Deep Learning Workshop at NeurIPS 2018

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Learning Sparse Latent Representations with the Deep Copula Information Bottleneck

Apr 19, 2018
Aleksander Wieczorek, Mario Wieser, Damian Murezzan, Volker Roth

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* Conference track - ICLR 2018
* Published as a conference paper at ICLR 2018. Aleksander Wieczorek and Mario Wieser contributed equally to this work

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Causal Compression

Nov 01, 2016
Aleksander Wieczorek, Volker Roth

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Bayesian Markov Blanket Estimation

Oct 06, 2015
Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth

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* 16 pages, 5 figures

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