Marco De Nadai

According to our database, Marco De Nadai authored at least 29 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Spatial entropy as an inductive bias for vision transformers.

Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe

Mach. Learn., September, 2024

The long-term and disparate impact of job loss on individual mobility behaviour.

Simone Centellegher, Marco De Nadai, Marco Tonin, Bruno Lepri, Lorenzo Lucchini

CoRR, 2024

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks.

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Towards Graph Foundation Models for Personalization.

Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?

Gustavo Penha, Ali Vardasbi, Enrico Palumbo, Marco De Nadai, Hugues Bouchard

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023

ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation.

Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai

IEEE Trans. Multim., 2023

2022

Smooth image-to-image translations with latent space interpolations.

Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Marco De Nadai

CoRR, 2022

Spatial Entropy Regularization for Vision Transformers.

Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe

CoRR, 2022

Understanding and Rewiring Cities.

Bruno Lepri, Simone Centellegher, Marco De Nadai

Proceedings of the Advances in Databases and Information Systems, 2022

2021

Living in a pandemic: adaptation of individual mobility and social activity in the US.

Lorenzo Lucchini, Simone Centellegher, Luca Pappalardo, Riccardo Gallotti, Filippo Privitera, Bruno Lepri, Marco De Nadai

CoRR, 2021

Efficient Training of Visual Transformers with Small-Size Datasets.

Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai

CoRR, 2021

Efficient Training of Visual Transformers with Small Datasets.

Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Click to Move: Controlling Video Generation with Sparse Motion.

Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation.

Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities.

Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri

CoRR, 2020

Mobile phone data and COVID-19: Missing an opportunity?

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

CoRR, 2020

GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling.

Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda

CoRR, 2020

Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach.

Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Retrieval Guided Unsupervised Multi-domain Image to Image Translation.

Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation.

Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Understanding Individual Behaviour: From Virtual to Physical Patterns.

Marco De Nadai, Bruno Lepri, Nuria Oliver

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Into the city: A Multi-Disciplinary Investigation of Urban Life.

Marco De Nadai

PhD thesis, 2019

Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds.

Marco De Nadai, Ângelo Cardoso, Antonio Lima, Bruno Lepri, Nuria Oliver

CoRR, 2019

Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps.

Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri

Proceedings of the 27th ACM International Conference on Multimedia, 2019

2018

Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement.

Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Franco Zambonelli, Alex Pentland

EPJ Data Sci., 2018

The Economic Value of Neighborhoods: Predicting Real Estate Prices from the Urban Environment.

Marco De Nadai, Bruno Lepri

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2016

The Mobile Territorial Lab: a multilayered and dynamic view on parents' daily lives.

Simone Centellegher, Marco De Nadai, Michele Caraviello, Chiara Leonardi, Michele Vescovi, Yusi Ramadian, Nuria Oliver, Fabio Pianesi, Alex Pentland, Fabrizio Antonelli, Bruno Lepri

EPJ Data Sci., 2016

The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective.

Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri

Proceedings of the 25th International Conference on World Wide Web, 2016

Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life.

Marco De Nadai, Radu-Laurentiu Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, César Augusto Hidalgo, Nicu Sebe, Bruno Lepri

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016