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Spatial Entropy Regularization for Vision Transformers


Jun 09, 2022
Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe


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Generating personalized counterfactual interventions for algorithmic recourse by eliciting user preferences


May 27, 2022
Giovanni De Toni, Paolo Viappiani, Bruno Lepri, Andrea Passerini


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A Framework for Verifiable and Auditable Federated Anomaly Detection


Mar 15, 2022
Gabriele Santin, Inna Skarbovsky, Fabiana Fournier, Bruno Lepri


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Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model


Mar 11, 2022
Beatrice Nobile, Gabriele Santin, Bruno Lepri, Pierpaolo Brutti


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Trajectory Test-Train Overlap in Next-Location Prediction Datasets


Mar 07, 2022
Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi


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Generating Synthetic Mobility Networks with Generative Adversarial Networks


Feb 22, 2022
Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo

* 19 pages, 5 figures. Supplementary 9 pages and 5 figures 

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Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis


Jan 18, 2022
Giovanni De Toni, Bruno Lepri, Andrea Passerini


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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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