Sumários

Temporal data learning

2 Maio 2022, 16:30 • Luís Miguel Parreira e Correia

Time lagged focused networks

Recurrent networks

LTSM and GRU

Not Taught.

26 Abril 2022, 14:00 • Helena Aidos

The class was not taught to align with theoretical classes.

Exercises with DL

12 Abril 2022, 14:00 • Helena Aidos

Exercises on the configuration of a CNN for image classification.

Exercises of an autoencoder to learn to encode images.

Exercises with DL

11 Abril 2022, 18:30 • Helena Aidos

Exercises on the configuration of a CNN for image classification.

Exercises of an autoencoder to learn to encode images.

Deep Learning, unsupervised models

11 Abril 2022, 16:30 • Luís Miguel Parreira e Correia

Deep Learning, unsupervised models:
- Autoencoders
- Boltzmann Machines and Restricted Boltzmann Machines; Deep Belief Networks
- GANs and Variational autoencoders