Third HSE-Yandex autumn school on generative models

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Sessions*

HDI lab

Deep Bayes

LAMBDA lab

Panel discussion

Evening session

Talks

Organization

Break

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Contributions*

Black-Box Optimization with Local Generative Surrogates

GANs Introduction

Generative adversarial networks (in session "Deep Bayes")

Generative Models Intro

Material generation with AI

Monte Carlo Variational Auto-Encoders

Problems with Deep Learning: new AI winter or new synthesis?

Resolution-robust Large Mask Inpainting with Fourier Convolutions

RICH GAN

Survey of methods of k-means clustering with optimal transport

Tackling the Challenge of Uncertainty Estimation and Robustness to Distributional Shift in Real-World applications

The Robustness of Deep Networks: A Geometrical Perspective

Uncertainty of Generative models

Weather tuning via surrogates

Welcome

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Events scheduled on*

23/11/2021

24/11/2021

25/11/2021

26/11/2021

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