Marco De Nadai

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 41

Top Topics

Human Communication

Image Representation

Top Venues

WWW (Companion Volume)

Publications

Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas-Roelleke, Andreas Damianou
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. CoRR (2024)
Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe
Spatial entropy as an inductive bias for vision transformers. Mach. Learn. 113 (9) (2024)
Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
Towards Graph Foundation Models for Personalization. WWW (Companion Volume) (2024)
Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas, Andreas Damianou
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. WWW (Companion Volume) (2024)
Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
Towards Graph Foundation Models for Personalization. CoRR (2024)
Simone Centellegher, Marco De Nadai, Marco Tonin, Bruno Lepri, Lorenzo Lucchini
The long-term and disparate impact of job loss on individual mobility behaviour. CoRR (2024)
Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. IEEE Trans. Multim. 25 (2023)
Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe
Spatial Entropy Regularization for Vision Transformers. CoRR (2022)
Bruno Lepri, Simone Centellegher, Marco De Nadai
Understanding and Rewiring Cities. ADBIS (2022)
Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Marco De Nadai
Smooth image-to-image translations with latent space interpolations. CoRR (2022)
Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière
Click to Move: Controlling Video Generation with Sparse Motion. ICCV (2021)
Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai
Efficient Training of Visual Transformers with Small Datasets. NeurIPS (2021)
Lorenzo Lucchini, Simone Centellegher, Luca Pappalardo, Riccardo Gallotti, Filippo Privitera, Bruno Lepri, Marco De Nadai
Living in a pandemic: adaptation of individual mobility and social activity in the US. CoRR (2021)
Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CoRR (2021)
Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai
Efficient Training of Visual Transformers with Small-Size Datasets. CoRR (2021)
Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière
Click to Move: Controlling Video Generation with Sparse Motion. CoRR (2021)
Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. CoRR (2021)
Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CVPR (2021)
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. CoRR (2020)
Marco De Nadai, Bruno Lepri, Nuria Oliver
Understanding individual behaviour: from virtual to physical patterns. CoRR (2020)
Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe
Retrieval Guided Unsupervised Multi-domain Image to Image Translation. ACM Multimedia (2020)
Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. CoRR (2020)
Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. CoRR (2020)
Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe
Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation. CoRR (2020)
Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. CoRR (2020)
Nuria Oliver, Emmanuel Letouzé, Harald Sterly, Sébastien Delataille, Marco De Nadai, Bruno Lepri, Renaud Lambiotte, Richard Benjamins, Ciro Cattuto, Vittoria Colizza, Nicolas de Cordes, Samuel P. Fraiberger, Till Koebe, Sune Lehmann, Juan Murillo, Alex Pentland, Phuong N. Pham, Frédéric Pivetta, Albert Ali Salah, Jari Saramäki, Samuel V. Scarpino, Michele Tizzoni, Stefaan Verhulst, Patrick Vinck
Mobile phone data and COVID-19: Missing an opportunity? CoRR (2020)
Marco De Nadai, Bruno Lepri, Nuria Oliver
Understanding Individual Behaviour: From Virtual to Physical Patterns. ECAI (2020)
Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. ICPR (2020)
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. ACM Multimedia (2020)
Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. CoRR (2019)
Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. ACM Multimedia (2019)
Marco De Nadai, Ângelo Cardoso, Antonio Lima, Bruno Lepri, Nuria Oliver
Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds. CoRR (2019)
Marco De Nadai, Bruno Lepri
The Economic Value of Neighborhoods: Predicting Real Estate Prices from the Urban Environment. DSAA (2018)
Marco De Nadai, Bruno Lepri
The economic value of neighborhoods: Predicting real estate prices from the urban environment. CoRR (2018)
Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Franco Zambonelli, Alex Pentland
Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement. EPJ Data Sci. 7 (1) (2018)
Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Francesco Zambonelli, Alex Pentland
Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement. CoRR (2018)
Marco De Nadai, Radu-Laurentiu Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, César Augusto Hidalgo, Nicu Sebe, Bruno Lepri
Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life. ACM Multimedia (2016)
Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri
The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. CoRR (2016)
Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri
The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. WWW (2016)
Simone Centellegher, Marco De Nadai, Michele Caraviello, Chiara Leonardi, Michele Vescovi, Yusi Ramadian, Nuria Oliver, Fabio Pianesi, Alex Pentland, Fabrizio Antonelli, Bruno Lepri
The Mobile Territorial Lab: a multilayered and dynamic view on parents' daily lives. EPJ Data Sci. 5 (1) (2016)
Marco De Nadai, Radu L. Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, César A. Hidalgo, Nicu Sebe, Bruno Lepri
Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life. CoRR (2016)