Research

Publications

Papers published at top conferences and journals.

TPAMI

2022 1 paper

Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation

Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Moin Nabi, Xavier Alameda-Pineda, Elisa Ricci

CVIU

2021 1 paper
Curriculum self-paced learning for cross-domain object detection

Curriculum self-paced learning for cross-domain object detection

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IEEE Trans. Med. Imaging

2020 1 paper
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 1 paper
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, Nicu Sebe
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NeurIPS

2020 2 papers
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 * equal contribution
Latent World Models For Intrinsically Motivated Exploration

Latent World Models For Intrinsically Motivated Exploration

Aleksandr Ermolov, Nicu Sebe