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Automatic design of novel potential 3CL$^{\text{pro}}$ and PL$^{\text{pro}}$ inhibitors

Jan 29, 2021
Timothy Atkinson, Saeed Saremi, Faustino Gomez, Jonathan Masci


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Unnormalized Variational Bayes

Jul 29, 2020
Saeed Saremi

* Submitted to Journal of Machine Learning Research 

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Learning and Inference in Imaginary Noise Models

Jun 05, 2020
Saeed Saremi


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Provable Robust Classification via Learned Smoothed Densities

May 09, 2020
Saeed Saremi, Rupesh Srivastava

* 24 pages, 6 figures 

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On approximating $\nabla f$ with neural networks

Nov 06, 2019
Saeed Saremi

* 10 pages 

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Neural Empirical Bayes

Mar 06, 2019
Saeed Saremi, Aapo Hyvarinen

* 23 pages, 9 figures 

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Deep Energy Estimator Networks

May 21, 2018
Saeed Saremi, Arash Mehrjou, Bernhard Schölkopf, Aapo Hyvärinen


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Annealed Generative Adversarial Networks

May 21, 2017
Arash Mehrjou, Bernhard Schölkopf, Saeed Saremi

* 9 pages, 6 figures 

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The Wilson Machine for Image Modeling

Nov 11, 2015
Saeed Saremi, Terrence J. Sejnowski


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