Generative Models

[IRI Trail Doctoral Network] Deep Generative Learning for All

Deep Generative Learning for All (Summary)

TRAIL Spring School

Institut de Robòtica Industrial

Spring 2024

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Generative Models

UPC School

Spring 2024

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Generative Adversarial Networks - GANs

UPC School

Spring 2024

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Variational Autoencoders - VAE

UPC School

Spring 2024

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Denoising Diffusion Models

UPC School

Spring 2024

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Autoregressive Models

UPC School

Spring 2024

The material listed in this site are from the courses taught by Xavier Giró i Nieto, mostly at the following programs of the Universitat Politècnica de Catalunya, in Barcelona, Catalonia:

Postgraduate course in Artificial Intelligence with Deep Learning (UPC School - AIDL)
Master's degree in Telecommunications Engineering (ETSETB - MET)
Master in Advanced Telecommunication Technologies (ETSETB - MATT)
Master's degree in Computer Vision (UAB+UPC+UPF+UOC)
Bachelor's degree in Data Science and Engineering (FIB+ETSETB+FME - DSE)

This site is based on a previous one developed by Biel Tura.