Publications

Y. Liu, E. Sangineto, W. Bi, N. Sebe, B. Lepri, M. De Nadai (2021). Efficient Training of Visual Transformers with Small-Size Datasets. NeurIPS ‘21.

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P. Ardino, M. De Nadai, B. Lepri, E. Ricci, S. Lathuilière (2021). Click to Move: Controlling Video Generation with Sparse Motion. ICCV 2021.

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Y. Liu, E. Sangineto, Y. Chen, L. Bao, H. Zhang, N. Sebe, B. Lepri, W. Wang, M. De Nadai (2021). Smoothing the Latent Style Space for Unsupervised Image-to-Image Translation. CVPR 2021.

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L. Lucchini, S. Centellegher, L. Pappalardo, R. Gallotti, F. Privitera, B. Lepri, M. De Nadai (2021). Living in a pandemic: adaptation of individual mobility and social activity in the US. Preprint.

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E. Strano, F. Simini, M. De Nadai, T. Esch, M. Marconcini (2021). The agglomeration and dispersion dichotomy of human settlements on Earth. Preprint.

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M. De Nadai, K. Roomp, B. Lepri, N. Oliver (2021). The Impact of Control and Mitigation Strategies during the Second Wave of COVID-19 Infections in Spain and Italy. Preprint.

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P. Ardino, Y. Liu, E. Ricci, B. Lepri, M. De Nadai (2021). Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. IEEE ICPR 2020.

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R. Gomez, Y. Liu, M. De Nadai, D. Karatzas, B. Lepri, N. Sebe (2020). Retrieval guided unsupervised multi-domain image to image translation. ACM MM 2019.

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Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri (2020). Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. Scientific Reports.

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Y. Liu, M. De Nadai, D. Cai, H. Li, X. Alameda-Pineda, N. Sebe, B. Lepri (2020). Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. ACM MM 2019.

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N. Oliver, B. Lepri, H. Sterly, R. Lambiotte, S. Deletaille, M. De Nadai, E. Letouzé, A. Ali Salah, R. Benjamins, C. Catturo, V. Colizza, N. de Cordes, S. Fraiberger, T. Koebe, S. Lehmann, J. Murillo, A. Pentland, P. Pham, F. Pivetta, J. Saramaki, S. V. Scarpino, M. Tizzoni, S. Verhulst, P. Vinck (2020). Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle. Science Advances.

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Y. Liu, M. De Nadai, J. Yao, N. Sebe, B. Lepri, X. Alameda-Pineda (2020). GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. Preprint.

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M. De Nadai, B. Lepri, N. Oliver (2020). Understanding individual behaviour: from virtual to physical patterns. ECAI 2020.

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Y. Liu, M. De Nadai, G. Zen, N. Sebe, B. Lepri (2019). Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. ACM MM 2018.

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M. De Nadai, A. Cardoso, A. Lima, B. Lepri, N. Oliver (2019). Strategies and limitations in app usage and human mobility. Scientific Reports.

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M. De Nadai, B. Lepri (2018). The economic value of neighborhoods: Predicting real estate prices from the urban environment. IEEE DSAA.

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M. De Nadai, R. L. Vieriu, G. Zen, S. Dragicevic, N. Naik, M. Caraviello, C. A. Hidalgo, N. Sebe, B. Lepri (2016). Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life. ACM MM 2016.

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M. De Nadai, J. Staiano, R. Larcher, N. Sebe, D. Quercia, B. Lepri (2016). The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective . WWW 2016.

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