Our Publications

Selected work

IEEE Trans. Med. Imaging

2020

Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound

Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound

Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J G van Sloun, Elisa Ricci, Libertario Demi

IEEE Transactions on Multimedia (TMM)

2020

Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets

Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets

Wei Wang, Xavier Alameda-Pineda, Dan Xu, Elisa Ricci, Niculae Sebe

NeurIPS

2020

Efficient Generation of Structured Objects with Constrained Adversarial Networks

Efficient Generation of Structured Objects with Constrained Adversarial Networks

Luca Di Liello*, Pierfrancesco Ardino*, Jacopo Gobbi*, Paolo Morettin, Stefano Teso, Andrea Passerini
Latent World Models For Intrinsically Motivated Exploration

Latent World Models For Intrinsically Motivated Exploration

Aleksandr Ermolov, Niculae Sebe

NeurIPS workshop: Human in the Loop in Dialogue Systems

2020

Active Hybrid Classification

Active Hybrid Classification

Evgeny Krivosheev, Fabio Casati, ro Bozzon

TPAMI

2020

Learning to Adapt Invariance in Memory for Person Re-identification

Learning to Adapt Invariance in Memory for Person Re-identification

Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang

TPAMI

2020

Disentangling monocular 3d object detection: from single to multiclass recognition

Disentangling monocular 3d object detection: from single to multiclass recognition

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel López Antequera, Peter Kontschieder

VLDB

2020

Detecting and Preventing Confused Labels in Crowdsourced Datasets

Evgeny Krivosheev, Siarhei Bykau, Fabio Casati, Sunil Prabhakar