Third HSE-Yandex autumn school on generative models

from Tuesday, November 23, 2021 (9:45 AM) to Friday, November 26, 2021 (10:00 PM)
YSDA Moscow (Princeton)

        : Sessions
    /     : Talks
        : Breaks
Nov 23, 2021
Nov 24, 2021
Nov 25, 2021
Nov 26, 2021
AM
9:45 AM Welcome - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))  
10:00 AM Generative Models Intro - Denis Derkach (National Research University Higher School of Economics (RU))  
11:20 AM --- Coffee Break ---
11:40 AM
LAMBDA lab - Artem Ryzhikov (until 1:00 PM)
10:00 AM
Deep Bayes - Dmitriy Vetrov (HSE) (until 11:20 AM)
11:20 AM --- Coffee Break ---
11:40 AM
Deep Bayes -Mr Victor Oganesyan (HSE University) (until 1:00 PM)
10:00 AM
HDI lab - Alexey Naumov (until 11:20 AM)
11:20 AM --- Coffee Break ---
11:40 AM
HDI lab - Alexey Naumov (until 1:00 PM)
10:00 AM Monte Carlo Variational Auto-Encoders - Panov Maxim  
10:30 AM Survey of methods of k-means clustering with optimal transport - Suvorikova Alexandra  
11:00 AM RICH GAN - Mokhnenko Sergey  
11:30 AM The Robustness of Deep Networks: A Geometrical Perspective - Evgenii Burnaev  
PM
1:00 PM --- Lunch ---
2:00 PM GANs Introduction - Denis Derkach (National Research University Higher School of Economics (RU))  
3:20 PM --- Tea Break ---
3:40 PM
LAMBDA lab - Artem Ryzhikov (until 5:00 PM)
1:00 PM --- Lunch ---
2:00 PM
Deep Bayes - Dmitriy Vetrov (HSE) (until 3:20 PM)
2:00 PM Generative adversarial networks - Mr Artem Maevskiy (HSE University)   (R608)
3:20 PM --- Tea Break ---
3:40 PM
Deep Bayes - Victor Oganesyan (HSE University) (until 5:00 PM)
1:00 PM --- Lunch ---
2:00 PM
HDI lab -Mr Sergey Samsonov (HSE) (until 3:20 PM)
3:20 PM --- Tea Break ---
3:40 PM
HDI lab -Mr Sergey Samsonov (HSE) (until 5:00 PM)
12:10 PM --- Coffee Break ---
12:30 PM Resolution-robust Large Mask Inpainting with Fourier Convolutions - Roman Suvorov, Aleksei Silvestrov  
1:00 PM Problems with Deep Learning: new AI winter or new synthesis? - Mikhail Burtsev  
1:30 PM --- Lunch ---
2:30 PM Material generation with AI - Lazarev Mikhail  
3:00 PM Uncertainty of Generative models - Agatha Shishigina  
3:30 PM --- Tea Break ---
3:50 PM Black-Box Optimization with Local Generative Surrogates - Sergey Shirobokov  
4:10 PM Weather tuning via surrogates - Sergey Popov  
4:30 PM Tackling the Challenge of Uncertainty Estimation and Robustness to Distributional Shift in Real-World applications - Andrey Malinin  
5:10 PM
Organization (until 5:20 PM)
6:00 PM
Evening session (until 8:30 PM)