Third HSE-Yandex autumn school on generative models

from Tuesday 23 November 2021 (09:45) to Friday 26 November 2021 (22:00)
YSDA Moscow (Princeton)

        : Sessions
    /     : Talks
        : Breaks
23 Nov 2021
24 Nov 2021
25 Nov 2021
26 Nov 2021
AM
09:45 Welcome - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))  
10:00 Generative Models Intro - Denis Derkach (National Research University Higher School of Economics (RU))  
11:20 --- Coffee Break ---
11:40
LAMBDA lab - Artem Ryzhikov (until 13:00)
10:00
Deep Bayes - Dmitriy Vetrov (HSE) (until 11:20)
11:20 --- Coffee Break ---
11:40
Deep Bayes -Mr Victor Oganesyan (HSE University) (until 13:00)
10:00
HDI lab - Alexey Naumov (until 11:20)
11:20 --- Coffee Break ---
11:40
HDI lab - Alexey Naumov (until 13:00)
10:00 Monte Carlo Variational Auto-Encoders - Panov Maxim  
10:30 Survey of methods of k-means clustering with optimal transport - Suvorikova Alexandra  
11:00 RICH GAN - Mokhnenko Sergey  
11:30 The Robustness of Deep Networks: A Geometrical Perspective - Evgenii Burnaev  
PM
13:00 --- Lunch ---
14:00 GANs Introduction - Denis Derkach (National Research University Higher School of Economics (RU))  
15:20 --- Tea Break ---
15:40
LAMBDA lab - Artem Ryzhikov (until 17:00)
13:00 --- Lunch ---
14:00
Deep Bayes - Dmitriy Vetrov (HSE) (until 15:20)
14:00 Generative adversarial networks - Mr Artem Maevskiy (HSE University)   (R608)
15:20 --- Tea Break ---
15:40
Deep Bayes - Victor Oganesyan (HSE University) (until 17:00)
13:00 --- Lunch ---
14:00
HDI lab -Mr Sergey Samsonov (HSE) (until 15:20)
15:20 --- Tea Break ---
15:40
HDI lab -Mr Sergey Samsonov (HSE) (until 17:00)
12:10 --- Coffee Break ---
12:30 Resolution-robust Large Mask Inpainting with Fourier Convolutions - Roman Suvorov, Aleksei Silvestrov  
13:00 Problems with Deep Learning: new AI winter or new synthesis? - Mikhail Burtsev  
13:30 --- Lunch ---
14:30 Material generation with AI - Lazarev Mikhail  
15:00 Uncertainty of Generative models - Agatha Shishigina  
15:30 --- Tea Break ---
15:50 Black-Box Optimization with Local Generative Surrogates - Sergey Shirobokov  
16:10 Weather tuning via surrogates - Sergey Popov  
16:30 Tackling the Challenge of Uncertainty Estimation and Robustness to Distributional Shift in Real-World applications - Andrey Malinin  
17:10
Organization (until 17:20)
18:00
Evening session (until 20:30)