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SCHEDULE

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Monday, June 29, 2020

9.00 – 9.15  Welcome greetings
9.15 – 10.30 CYBERSECURITY // “DeepFake Technology: current trends and perspectives” (Prof. Battiato, University of Catania)
10.30 – 11.00 Break
11.00 – 12.30 FOOD RECOGNITION // “Uncertainty modeling for food analysis within end-to-end framework” (Prof. Radeva, Universitat de Barcelona)
12.30 – 14.00 Lunch Break
14.00 – 15.30 ROBOTICS // “Learning Vision-based, Agile Drone Flight: from Frames to Event Cameras” (Prof. Scaramuzza, University of Zurich and ETH Zurich)
15.30 – 16.00 Break
16.00 – 17.30 Lab 1 // Introduction to PyTorch and Google Colab Environments (Dott. Lorenzo Baraldi, University of Modena and Reggio Emilia)

 

Tuesday, June 30, 2020

9.00 – 10.30 SCENE PERCEPTION // “Deep Scene Perception without Labeled Data” (Prof. Di Stefano, University of Bologna)
10.30 – 11.00 Break
11.00 – 12.30 SECURITY // “Robust and privacy-preserving multimodal learning with body cameras” (Prof. Cavallaro, Queen Mary University of London)
12.30 – 14.00 Lunch Break
14.00 – 15.30 Lab 2 – Part I // Between vision and language: sequence understanding and generation (Dott. Lorenzo Baraldi, University of Modena and Reggio Emilia )
15.30 – 16.00 Break
16.00 – 17.30 Lab 2 – Part II // Deep reinforcement learning for control (Dott. Matteo Dunnhofer, University of Udine)

 

Wednesday, July 1, 2020

9.00 – 10.30 SELF SUPERVISION // “Self-supervised Learning: Getting More for Less our of your CNNs” (Prof. Badganov, University of Florence)
10.30 – 11.00 Break
11.00 – 12.30 EXPLAINABLE AI // “Explainable AI: Methods, Applications & Extensions” (Prof. Samek,  Fraunhofer Heinrich Hertz Institute)
12.30 – 14.00 Lunch Break
14.00 – 15.30 Lab 3 – Part I // Going Beyond Convolutional Neural Networks for Computer Vision (Dott. Niki Martinel & Dott.ssa Rita Pucci, University of Udine)
15.30 – 16.00 Break
16.00 – 17.30 Lab 3 – Part II // Going Beyond Convolutional Neural Networks for Computer Vision (Dott. Niki Martinel & Dott.ssa Rita Pucci, University of Udine)

 

Thursday, July 2, 2020

9.00 – 10.30 HUMAN BEHAVIOR ANALYSIS // “Deep Understanding of Shopper Behaviors and Interactions Using Computer Vision” (Prof. Frontoni, Università Politecnica delle Marche)
10.30 – 11.00 Break
11.00 – 12.30 Students Spotlight
12.30 – 14.00 Lunch Break
14.00 – 15.30 Lab 4 – Part I // Machine and Deep Learning for Natural Language Processing (Dott. Giuseppe Serra & Dott.ssa Beatrice Portelli , University of Udine)
15.30 – 16.00 Break
16.00 – 17.30 Lab 4 – Part II // Machine and Deep Learning for Natural Language Processing (Dott. Giuseppe Serra & Dott.ssa Beatrice Portelli , University of Udine)

 

Friday, July 3, 2020

9.00 – 10.30 Exam (Students)

– END OF THE SCHOOL –

 

Please note: the default timezone of the classes is CEST (Rome – UTC/GMT + 2hours).