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Posts by Collection
portfolio
Portfolio item number 2
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publications
The use of magnetic resonance images for the detection and classification of brain cancers with D-CNN
Published in Statistics and Data Science Conference, 2023
This paper utilizes state-of-the-art CNN architectures, including EfficientNetB0, ResNet50, and VGG16, with Transfer Learning to classify three types of brain tumors from a dataset of 3,264 MRI images.
PREGO: online mistake detection in PRocedural and EGOcentric Videos
Published in CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024
This paper proposes PREGO, the first online one-class classification model for mistake detection in procedural egocentric videos.
talks
NA62 Collaboration Meeting
Published:
Deep Learning Techiniques for particle tracking using NA62 Monte Carlo Data.
WIFAI 2024: Deep Learning Techniques for Particle Tracking in NA62
Published:
Winner of Young Speaker Award
teaching
Teaching Assistant Fundamentals of Data Science and Laboratory
Master's degree course, Sapienza University of Rome, 1900
I worked as a Teaching Assistant for the course “Fundamentals of Data Science” offered in the Master Degrees in Data Science and Computer Science (Sapienza University of Rome) under the supervision of Professor Fabio Galasso. I was responsible for the development of the projects assigned during the course and I supported the teaching activity.
Teaching Assistant Advant Training Camp
Master's degree course, Sapienza University of Rome, 1900
Teaching Assistant during the Training Camp offered by Advant at Sapienza University of Rome in 2022/23.
Teaching Assistant Amazon Web Services Training Camp
Master's degree course, Sapienza University of Rome, 1900
Teaching Assistant during the Training Camp offered by Amazon Web Services at Sapienza University of Rome 2022/23.
Teaching Assistant Deep Learning
Bachelor degree course, Sapienza University of Rome, 1900
I worked as a Teaching Assistant for the course “Deep Learning” offered in the Bachelor Degree in Applied Computer Science and Artificial Intelligence (Sapienza University of Rome) by Professor Fabio Galasso and Luigi Cinque. I was responsible for the laboratory sessions.
Teaching Assistant Advanced Machine Learning
Master's degree course, Sapienza University of Rome, 1900
I worked as a Teaching Assistant for the course “Advanced Machine Learning” offered in the Master Degrees in Data Science and Computer Science (Sapienza University of Rome) under the supervision of Professor Fabio Galasso. I was responsible for the development of the projects assigned during the course and I supported the teaching activity with lectures.