Career Profile
AI research scientist in the oncology department at Lunit. Prior applied scientist at AWS. After a double master degree at KTH (Stochkolm, Sweden) and Politecnico di Torino (Torino, Italy), I pursued my passion for Computer Vision as researcher in the Heidelberg Collaboratory for Image processing. In 2019 I successfully completed an internship at AWS in Pasadena under the supervision of Prof. Pietro Perona.
A detailed list of publications can be found here.News
Begin my journey to fight cancer using AI with Lunit in the oncology department
Our new paper (uBAM) has officially been published at Nature Machine Intelligece!
Defending my PhD Thesis. Magna cum Laude
Starting a new position as Applied Scientist with AWS
Outstanding Reviewer at CVPR 2020
Article on Amazon Science https://www.amazon.science/blog/video-classifiers-learn-to-recognize-actions-they've-never-seen
The work done during my internship was accepted as publication at CVPR 2020
Begin Amazon AWS intership with P.Perona in Pasadena, CA
One paper accepted at ICCV19
Selected as reviewer for ICCV19
Selected as reviewer for CVPR19
Two papers accepted as orals at GCPR (German Conference for Patter Recognition) as a result of two master thesis which I supervised
Attending the International Summer School for Computer Vision (ICVSS) in Sicily, Italy
Paper accepted as poster at ECCV18 in Munich, Germany
Attending the Workshop on Behavior Analysis (BAFA, Better Analysis Fewer Animals) in Utrecht, Netherlands
Paper accepted as poster at CVPR17 in Honolulu, Hawaii
Publications
Unsupervised behaviour analysis and magnification (uBAM) using deep learning
Nature Machine Intelligence, 2021
Sharing Matters for Generalization in Deep Metric Learning
tPAMI, 2020
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications
CVPR, 2020
MIC: Mining Interclass Characteristics for Improved Metric Learning
ICCV, 2019
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning
ECCV, 2018
LSTM Self-Supervision for Detailed Behavior Analysis
CVPR, 2017
Cross and Learn: Cross-Modal Self-Supervision
oral at GCPR, 2018
X-GAN: Improving Generative Adversarial Networks with ConveX Combinations
oral at GCPR, 2018
Optogenetically stimulating intact rat corticospinal tract post-stroke restores motor control through regionalized functional circuit formation
Nature Communications, 2017
Early reduced behavioral activity induced by large strokes affects the efficiency of enriched environment in rats
Journal of Cerebral Blood Flow & Metabolism, 2018
Career
Unsupervised deep learning for automatic behavior analysis
- Unsupervised learning
- Representaion learning
- Automatic Behavior Analysis
Master thesis topic Hand gesture classification by Deep learning using infrared camera
- Deep learning
- Hand Gesture
Master degree in Computer Science and Artificial Intelligence
- Artificial Intelligence
- Machine Learning
- Computer Vision
Master degree in Software Engineering
Master degree in Computer Engineering