SAILab

Giuseppe Marra (DIISM, University of Siena) Jun 7, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description A fundamental challenge in developing high-impact machine learning technologies is balancing the need to model rich, structured domains with the ability to scale to big data. Many important problem areas are both richly structured […]

Vincenzo Laveglia (DIISM, University of Siena) May 31, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Being able to train neural networks (shallow or deep) requires the ability to identify the right hyper-parameters for the model. Some of these hyper-parameters are more related to the training procedure (epochs, learning rate, […]

Alberto Rossi (DIISM, University of Siena) May 24, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Many research areas deal with structured data, like social science, biology and computer graphics. Such geometric data could be very large and complex (social network), and machine learning techniques reveal their power to deal […]

Dr. Stefan C. Kremer, Professor (School of Computer and Science, University of Guelph, ON, CANADA) May 28, 2018 – 11:00 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Biological systems, on all scales, are essentially information processing and control systems. From this perspective, analogies between biological processes and computational processes can be drawn. […]

Dario Zanca (DIISM, University of Siena) May 17, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Fast and cheap localization of objects of interest (OOIs) in very high resolution (VHR) images is a challenging problem. VHR can not be processed all in one step and linear search may be highly […]

Domenico Ursino (Università Politecnica delle Marche) May 6, 2018 – 11:00 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description (Social) Network Analysis has been, and is currently, under investigation. Indeed, it is rooted in graph theory, has received a lot of attention from sociologists in the second half of the last century, and […]

Simone Bonechi (DIISM, University of Siena) May 10, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Most of the leading convolutional neural networks for semantic segmentation exploit a large number of pixel–level annotations. Such human based labelling require a considerable effort that complicate the creation of large–scale datasets. In this […]

Lisa Graziani (DIISM, University of Siena) May 3, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description DeepExpr is a perceptual model that allows an accurate retrieval of stylized character expressions given a human expression query. It can be helpful in animation to create desired character expressions driven by human facial […]

The seminar scheduled for April 12th is postponed to April 19th.

Paolo Andreini(DIISM, University of Siena) April 12, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description In recent years, deep learning techniques have push the state of the art in many visual recognition tasks, based on fully annotated data by human experts. Nevertheless, this annotation procedure is inherently difficult and costly, […]