Our Publications

Selected work

arXiv

2020

Demystifying Pseudo-LiDAR for Monocular 3D Object Detection

Demystifying Pseudo-LiDAR for Monocular 3D Object Detection

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci
Whitening for Self-Supervised Representation Learning

Whitening for Self-Supervised Representation Learning

Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Niculae Sebe

arXiv preprint arXiv:2001.00238

2020

Low-Budget Unsupervised Label Query through Domain Alignment Enforcement

Low-Budget Unsupervised Label Query through Domain Alignment Enforcement

ACM CSCW

2019

Combining Crowd and Machines for Multi-predicate Item Screening

Evgeny Krivosheev, Fabio Casati, Marcos Baez, Boualem Benatallah

Brazilian Conference on Intelligent Systems

2019

Online Local Boosting: improving performance inonline decision trees

Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira, Sylvio Barbon

CVPR

2019

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification

Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang
Unsupervised domain adaptation using feature-whitening and consensus loss

Unsupervised domain adaptation using feature-whitening and consensus loss

Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulo, Niculae Sebe, Elisa Ricci

CVPR Workshop

2019

Cut Quality Estimation in Industrial Laser Cutting Machines: A Machine Learning Approach

Cut Quality Estimation in Industrial Laser Cutting Machines: A Machine Learning Approach

Giorgio Santolini, Paolo Rota, Davide Gandolfi, Paolo Bosetti