Browsing by Author "Vascon, Sebastiano <1982>"

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Anomaly detection with time series forecasting

Dao, Quang Hoan <1992> (Università Ca' Foscari Venezia, 2020-07-28)

Anomaly detection time series is a very large and complex field. In recent years, several techniques based on data science were designed in order to improve the efficiency of methods developed for this purpose. In this ...
Identificazione e segmentazione contestuale di oggetti tramite regolarizzazione delle corrispondenze

Vascon, Sebastiano <1982> (Università Ca' Foscari Venezia, 2012-06-21)
Semi-supervised learning and applications : a game-theoretic perspective

Vascon, Sebastiano <1982> (Università Ca' Foscari Venezia, 2020-01-31)

This thesis is focused on semi-supervised learning (SSL) algorithms, a family of methods lying in between supervised and unsupervised learning. The main characteristic of SSL algorithms is that they exploit at the same ...
Transfer learning with generative adversarial networks

Daniel, Filippo <1995> (Università Ca' Foscari Venezia, 2020-03-13)

Generative Adversarial Networks (GANs) emerged in recent years as the undiscussed SotA for image synthesis. This model leverages the recent successes of convolutional networks in the field of computer vision to learn the ...

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