AKuzina

attack_vae

Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks

BooVAE

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

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

Pytorch implementation of the DWP with application to MRI segmentation

dct_vae

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

akuzina.github.io

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

ckconv

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

DC20

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

MIDAS

Using MIDAS Models on Russian Data. Cource work 2016

TVP_BVAR

Bayesian vector autoregression with time-varying parameters

cornell-cs5785-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech

starter-hugo-academic