Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle N Oliver, B Lepri, H Sterly, R Lambiotte, S Deletaille, M De Nadai, ... Science advances 6 (23), eabc0764, 2020 | 746* | 2020 |
A multi-source dataset of urban life in the city of Milan and the Province of Trentino G Barlacchi, M De Nadai, R Larcher, A Casella, C Chitic, G Torrisi, ... Scientific data 2 (1), 1-15, 2015 | 508 | 2015 |
The death and life of great Italian cities: a mobile phone data perspective M De Nadai, J Staiano, R Larcher, N Sebe, D Quercia, B Lepri Proceedings of the 25th international conference on world wide web, 413-423, 2016 | 270 | 2016 |
Efficient training of visual transformers with small datasets Y Liu, E Sangineto, W Bi, N Sebe, B Lepri, M Nadai Advances in Neural Information Processing Systems 34, 23818-23830, 2021 | 211 | 2021 |
Are safer looking neighborhoods more lively? A multimodal investigation into urban life M De Nadai, RL Vieriu, G Zen, S Dragicevic, N Naik, M Caraviello, ... Proceedings of the 24th ACM international conference on Multimedia, 1127-1135, 2016 | 84 | 2016 |
Socio-economic, built environment, and mobility conditions associated with crime: a study of multiple cities M De Nadai, Y Xu, E Letouzé, MC González, B Lepri Scientific reports 10 (1), 13871, 2020 | 80 | 2020 |
Living in a pandemic: changes in mobility routines, social activity and adherence to COVID-19 protective measures L Lucchini, S Centellegher, L Pappalardo, R Gallotti, F Privitera, B Lepri, ... Scientific reports 11 (1), 24452, 2021 | 77 | 2021 |
Describe what to change: A text-guided unsupervised image-to-image translation approach Y Liu, M De Nadai, D Cai, H Li, X Alameda-Pineda, N Sebe, B Lepri Proceedings of the 28th ACM International Conference on Multimedia, 1357-1365, 2020 | 71 | 2020 |
The economic value of neighborhoods: Predicting real estate prices from the urban environment M De Nadai, B Lepri 2018 IEEE 5th international conference on data science and advanced …, 2018 | 58 | 2018 |
Short-term anomaly detection in gas consumption through ARIMA and Artificial Neural Network forecast M De Nadai, M Van Someren 2015 IEEE Workshop on Environmental, Energy, and Structural Monitoring …, 2015 | 55 | 2015 |
Smoothing the disentangled latent style space for unsupervised image-to-image translation Y Liu, E Sangineto, Y Chen, L Bao, H Zhang, N Sebe, B Lepri, W Wang, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 54 | 2021 |
The Mobile Territorial Lab: a multilayered and dynamic view on parents’ daily lives S Centellegher, M De Nadai, M Caraviello, C Leonardi, M Vescovi, ... EPJ Data Science 5, 1-19, 2016 | 46 | 2016 |
Strategies and limitations in app usage and human mobility M De Nadai, A Cardoso, A Lima, B Lepri, N Oliver Scientific reports 9 (1), 10935, 2019 | 39* | 2019 |
The agglomeration and dispersion dichotomy of human settlements on Earth E Strano, F Simini, M De Nadai, T Esch, M Marconcini Scientific reports 11 (1), 23289, 2021 | 30* | 2021 |
Gmm-unit: Unsupervised multi-domain and multi-modal image-to-image translation via attribute gaussian mixture modeling Y Liu, M De Nadai, J Yao, N Sebe, B Lepri, X Alameda-Pineda arXiv preprint arXiv:2003.06788, 2020 | 27 | 2020 |
Gesture-to-gesture translation in the wild via category-independent conditional maps Y Liu, M De Nadai, G Zen, N Sebe, B Lepri Proceedings of the 27th ACM international conference on multimedia, 1916-1924, 2019 | 18 | 2019 |
Semantic-guided inpainting network for complex urban scenes manipulation P Ardino, Y Liu, E Ricci, B Lepri, M De Nadai 2020 25th International Conference on Pattern Recognition (ICPR), 9280-9287, 2021 | 15 | 2021 |
Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement M Mamei, F Pancotto, M De Nadai, B Lepri, M Vescovi, F Zambonelli, ... EPJ Data Science 7, 1-16, 2018 | 15 | 2018 |
Isf-gan: An implicit style function for high-resolution image-to-image translation Y Liu, Y Chen, L Bao, N Sebe, B Lepri, M De Nadai arXiv preprint arXiv:2109.12492, 2021 | 13 | 2021 |
Click to move: Controlling video generation with sparse motion P Ardino, M De Nadai, B Lepri, E Ricci, S Lathuiličre Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 10 | 2021 |