The seminars are held at 16:30 via the Webex application (recording, privacy), and are conducted in English.
To receive information about monthly seminars, register here.
Contact:
Maksymilian Szymczak
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15.06.2023: Jacek Tabor (Jagiellonian University): "Neural Networks: Past, Present, Future"
Abstract:
The aim of this talk is to present a gentle introduction to deep neural networks, with the particular attention on image processing. We start with a brief description on biological neural networks. Next we proceed to the construction of basic artificial neural networks. We follow with the description of convolutional architecture and style transfer for images. Next we present GAN model and the art generated with its application. Finally, we present the denoising autoencoder and its application to diffusion models, which allows the text-to-image generation. We finish with the short discussion on the future on neural networks.
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