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


Sep 26, 2021
Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai

* 12 pages, 14 figures 

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Click to Move: Controlling Video Generation with Sparse Motion


Aug 19, 2021
Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière

* Accepted by International Conference on Computer Vision (ICCV 2021) 

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


Jun 16, 2021
Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai

* Accepted to CVPR 2021 

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Efficient Training of Visual Transformers with Small-Size Datasets


Jun 07, 2021
Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai


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Detecting discriminatory risk through data annotation based on Bayesian inferences


Jan 27, 2021
Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin

* 11 pages, 8 figures 

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Deep Learning for Human Mobility: a Survey on Data and Models


Dec 04, 2020
Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo


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Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation


Oct 19, 2020
Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai

* To appear in the Proceedings of IEEE ICPR 2020 

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Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation


Aug 11, 2020
Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe

* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 

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


Aug 10, 2020
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri

* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 

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


Mar 21, 2020
Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda

* 27 pages, 17 figures 

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


Jul 31, 2019
Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri

* 15 pages, 12 figures 

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PocketCare: Tracking the Flu with Mobile Phones using Partial Observations of Proximity and Symptoms


May 07, 2019
Wen Dong, Tong Guan, Bruno Lepri, Chunming Qiao


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The invisible power of fairness. How machine learning shapes democracy


Mar 22, 2019
Elena Beretta, Antonio Santangelo, Bruno Lepri, Antonio Vetrò, Juan Carlos De Martin

* 12 pages, 1 figure, preprint version, submitted to The 32nd Canadian Conference on Artificial Intelligence that will take place in Kingston, Ontario, May 28 to May 31, 2019 

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Urban Swarms: A new approach for autonomous waste management


Mar 01, 2019
Antonio Luca Alfeo, Eduardo Castelló Ferrer, Yago Lizarribar Carrillo, Arnaud Grignard, Luis Alonso Pastor, Dylan T. Sleeper, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini, Kent Larson, Marco Dorigo, Alex `Sandy' Pentland

* Manuscript accepted for publication in IEEE ICRA 2019 

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Modeling Taxi Drivers' Behaviour for the Next Destination Prediction


Jul 21, 2018
Alberto Rossi, Gianni Barlacchi, Monica Bianchini, Bruno Lepri

* preprint version of a paper submitted to IEEE Transactions on Intelligent Transportation Systems 

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A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage


Apr 16, 2018
Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini


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What your Facebook Profile Picture Reveals about your Personality


Aug 13, 2017
Cristina Segalin, Fabio Celli, Luca Polonio, Michal Kosinski, David Stillwell, Nicu Sebe, Marco Cristani, Bruno Lepri


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Stigmergy-based modeling to discover urban activity patterns from positioning data


Apr 12, 2017
Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini

* It will be presented at the International Conference on Social, Cultural, and Behavioral Modeling & Prediction and Behavior Representation in Modeling and Simulation, SBP-BRiMS 2017 

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SALSA: A Novel Dataset for Multimodal Group Behavior Analysis


Jun 23, 2015
Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe

* 14 pages, 11 figures 

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Generalized Compression Dictionary Distance as Universal Similarity Measure


Oct 21, 2014
Andrey Bogomolov, Bruno Lepri, Fabio Pianesi

* 2014 Conference on Big Data from Space (BiDS 14) 

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Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits


Oct 21, 2014
Andrey Bogomolov, Bruno Lepri, Michela Ferron, Fabio Pianesi, Alex, Pentland

* ACM Multimedia 2014, November 3-7, 2014, Orlando, Florida, USA 

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Do Linguistic Style and Readability of Scientific Abstracts affect their Virality?


Mar 19, 2012
Marco Guerini, Alberto Pepe, Bruno Lepri

* Proceedings of the Sixth International AAAI Conference on Weblogs and Social Media (ICWSM 2012), 4-8 June 2012, Dublin, Ireland 

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