Research

Publications

Papers published at top conferences and journals.

arXiv

2020 2 papers
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
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Whitening for Self-Supervised Representation Learning

Whitening for Self-Supervised Representation Learning

Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe

arXiv preprint arXiv:2001.00238

2020 1 paper
Low-Budget Unsupervised Label Query through Domain Alignment Enforcement

Low-Budget Unsupervised Label Query through Domain Alignment Enforcement

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ACM CSCW

2019 1 paper
Combining Crowd and Machines for Multi-predicate Item Screening

Combining Crowd and Machines for Multi-predicate Item Screening

Evgeny Krivosheev, Fabio Casati, Marcos Baez, Boualem Benatallah

Brazilian Conference on Intelligent Systems

2019 1 paper

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 2 papers
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, Nicu Sebe, Elisa Ricci