[Nov 27th 2019] LabMeeting: Learning in Virtual Environments

Enrico Meloni (University of Florence) Nov 27, 2019 – 11:00 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Recently, there have been many breakthroughs in computer vision thanks to Deep Learning. The availability of huge annotated datasets was one of the reasons of this success, if not the most important. However, these datasets […]

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[Nov 20th 2019] LabMeeting: A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation

Paolo Andreini (University of Siena) Nov 20, 2019 – 11:00 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description In recent years, the use of deep learning is becoming increasingly popular in computer vision. However, the effective training of deep architectures usually relies on huge sets of annotated data. This is critical in the […]

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[Nov 13th 2019] LabMeeting: Neural Text Degeneration

Andrea Zugarini (University of Florence) Nov 13, 2019 – 11:00 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Despite considerable advancements with deep neural language models, they still struggle when tested as text generators. In this seminar we analyse the reasons of such a counter-intuitive behaviour, mainly guided by the considerations and findings […]

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[Nov 6th 2019] LabMeeting: Threat of Adversarial Attacks on Deep Learning in Computer Vision: a Survey

Gabriele Ciravegna (University of Florence) Nov 6, 2019 – 11:00 AM DIISM, Artificial Intelligence laboratory (room 201), Siena SI Description Deep learning is at the heart of the current rise of artificial intelligence. In the field of Computer Vision, it has become the workhorse for applications ranging from self-driving cars to surveillance and security. Whereas […]

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