Here you can find a list of recent selected papers. Please check my Google Scholar profile for the full list.
Journal papers
F.M. Carlucci, L. Porzi, B. Caputo, E. Ricci, S.R. Bulo, MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. [CODE]
S. Roy et al., Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound, IEEE Transaction on Medical Imaging, 2020. [CODE]
W Wang, X Alameda-Pineda, D Xu, E Ricci, N Sebe. Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets, IEEE Transactions on Multimedia, 2020.
M. Mancini, L. Porzi, B. Caputo, E. Ricci, S. Rota Bulò, Boosting Binary Masks for Multi-Domain Learning through Affine Transformations, Machine Vision and Applications, 2020.
M. Mancini, L. Porzi, S. Rota Bulò, B. Caputo, E. Ricci, Inferring Latent Domains for Unsupervised Deep Domain Adaptation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019. [CODE]
D. Xu, E. Ricci, W. Ouyang, X. Wang, N. Sebe, Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(6): 1426-1440, 2019. [CODE]
A. Pilzer, S. Lathuilière, D. Xu, M. M. Puscas, E. Ricci, N. Sebe, Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019. [CODE]
Conference papers
E. Fini, S. Lathuilière, E. Sangineto, M. Nabi, E. Ricci, Online Continual Learning under Extreme Memory Constraints. European Conference on Computer Vision (ECCV), 2020.
W. Menapace, S. Lathuilière, E. Ricci, Learning to Cluster under Domain Shift, European Conference on Computer Vision (ECCV), 2020. [CODE]
A. Simonelli, S. Rota Bulò, L. Porzi, E. Ricci, P. Kontschieder, Towards Generalization Across Depth for Monocular 3D Object Detection, European Conference on Computer Vision (ECCV), 2020.
M. Mancini, Z. Akata, E. Ricci, B.Caputo, Towards Recognizing Unseen Categories in Unseen Domains. European Conference on Computer Vision (ECCV), 2020. [CODE]
C. Saltori, S Lathuilière, N. Sebe, E. Ricci, F. Galasso, SF-UDA3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection, International Conference on 3D Vision (3DV), 2020.
F. Cermelli, M. Mancini, S. Rota Bulò, E. Ricci, B. Caputo, Modeling the Background for Incremental Learning in Semantic Segmentation. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2020. [CODE]
Z. Zhang, S. Lathuilière, A. Pilzer, N. Sebe, E. Ricci, J. Yang, Online Adaptation through Meta-Learning for Stereo Depth Estimation. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2020.