Fabio Maria Carlucci

Fabio Maria Carlucci image
Contact and personal infos: Advisor:  Barbara Caputo
Research Area:
Machine Learning, Computer Vision, Deep Neural Networks
Interests:

Activities
Participation to PhD school
DescriptionExternal siteYear
5th PAVIS School on Computer Vision, Pattern Recognition, andImage ProcessingLink2014
Second Örebro Winter School on \"Artificial Intelligence and RoboticsLink2014
Deep Learning Summer School 01/08/16-07/08/16 organized by Aaron Courville and Yoshua Bengio in Montreal, CanadaLink2016
Participation to national and international research projects
DescriptionExternal siteYear
The Master thesis work contributed to the COACHES European project (FP7 CHIST-ERA) with a three layered, reasoning based, robust robotic system architectureLink2015
Participation to conferences/workshops
DescriptionExternal siteYear
6th International Workshop on Human-Friendly Robotics Link2013
ICRALink2017
ICIAPLink2017
3D Keypoint Detection and Feature Description - CVPR162016
Tutorial on AI Planning for Robotics - ICRA172016
Clinical Imaging of Human Body: for Health, Visualization and Predictive Analytics - CVPR162016
Buzz: A Programming Language for Multi-Robot Systems - ICRA172017
Long stay visiting research periods
DescriptionExternal siteYear
From 06/07/2015 to 10/07/2015 visiting researcher at the Bremen Institute for Artificial Intelligence in a collaboration with Prof. Michael Beetz. Gave short presentation on Deep Features and NBNN algorithm2015
Applied Scientist Intern at Amazon Computer Vision in BerlinLink2017

Publications
Title Autor(s) Published in Year
1From source to target and back: symmetric bi-directional adaptive GANP. Russo, F.M. Carlucci, T. Tommasi, B. CaputoCVPR2018
2DE2CO: Deep Depth ColorizationF.M. Carlucci, P. Russo, B. CaputoICRA and RA-L2018
3A deep representation for depth images from synthetic dataFabio Maria Carlucci, Paolo Russo, Barbara CaputoIEEE International Conference on Robotics and Automation (ICRA) 20172017
4Bridging between Computer and Robot Vision through Data Augmentation: a Case Study on Object RecognitionA. D?Innocente, F.M. Carlucci, M. Colosi and B. CaputoThe International Conference on Computer Vision Systems, ICVS2017
5Just DIAL: DomaIn Alignment Layers for Unsupervised Domain AdaptationF.M. Carlucci, L. Porzi, B. Caputo, E. Ricci and S. Rota Bul?International Conference on Image Analysis and Processing, ICIAP2017
6AutoDIAL: Automatic DomaIn Alignment LayersF.M. Carlucci, L. Porzi, B. Caputo, E. Ricci and S. Rota Bul?International Conference on Computer Vision (ICCV)2017
7When Naive Bayes Nearest Neighbours Meet Convolutional Neural NetworksIlja Kuzborskij, Fabio Maria Carlucci, Barbara CaputoComputer Vision and Pattern Recognition (CVPR)2016
8Explicit representation of social norms for social robotsCarlucci, Fabio Maria and Nardi, Lorenzo and Iocchi, Luca and Nardi, DanieleIntelligent Robots and Systems (IROS), 2015 IEEE/RSJ International Conference on2015