[May 24th 2018] LabMeeting: Geometric deep learning: dealing to structured data

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 […]

Read More »

[May 28th 2018] Deep Learning of Barcode Sequences

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. […]

Read More »

[May 10th 2018] (Social) Network Analysis as a paradigm for knowledge extraction in various contexts

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 […]

Read More »

[May 10th 2018] LabMeeting: DBox: Deep Learning for Bounding Box Supervision in Semantic Segmentation

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 […]

Read More »

[May 3rd 2018] LabMeeting: Modeling stylized character expression via deep learning

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 […]

Read More »

[April 12th 2018] LabMeeting: Synthetic data generation for semantic segmentation

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, […]

Read More »

[April 5th 2018] LabMeeting: Convolutional Networks in Visual Environments

Alessandro Betti (DIISM, University of Siena) April 5, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description The puzzle of computer vision might find new challenging solutions when we realize that most successful methods are working at image level, which is remarkably more difficult than processing directly visual streams. In this […]

Read More »

[March 29th 2018] LabMeeting: LogSCM – Logical Support Constraint Machines

Francesco Giannini (DIISM, University of Siena) March 29, 2018 – 9:30 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description The success of support vector machines lies in the fact that only a small portion of data are significant to determine the maximum margin hyperplane separating two opposite class of labeled examples, namely the […]

Read More »