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Anna Kuzina's Projects

akuzina.github.io icon akuzina.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

attack_vae icon attack_vae

Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks

boovae icon boovae

Code repository of the paper "BooVAE: Boosting Approach for Continual Learning of VAE" published at NeurIPS 2021. https://arxiv.org/abs/1908.11853

ckconv icon ckconv

Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" https://arxiv.org/abs/2102.02611

dc20 icon dc20

Lecture notes on Data Culture course. HSE, Economics and Politics in Asia

dct_vae icon dct_vae

Code repository of the paper "Discouraging Posterior Collapse in Hierarchical Variational Autoencoders Using Context"

defend_vae_mcmc icon defend_vae_mcmc

Code repository of the paper "Alleviating Adversarial Attacks on Variational Autoencoders with MCMC" published at NeurIPS 2022. https://arxiv.org/abs/2203.09940

dwp icon dwp

Pytorch implementation of the DWP with application to MRI segmentation

midas icon midas

Using MIDAS Models on Russian Data. Cource work 2016

tvp_bvar icon tvp_bvar

Bayesian vector autoregression with time-varying parameters

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