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Contrastive Learning for Cross-Domain Open World Recognition



Francesco Cappio Borlino , Silvia Bucci , Tatiana Tommasi

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation



Silvia Bucci , Francesco Cappio Borlino , Barbara Caputo , Tatiana Tommasi


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Towards Fairness Certification in Artificial Intelligence



Tatiana Tommasi , Silvia Bucci , Barbara Caputo , Pietro Asinari


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Translate to Adapt: RGB-D Scene Recognition across Domains



Andrea Ferreri , Silvia Bucci , Tatiana Tommasi


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Self-Supervised Learning Across Domains



Silvia Bucci , Antonio D'Innocente , Yujun Liao , Fabio Maria Carlucci , Barbara Caputo , Tatiana Tommasi


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On the Effectiveness of Image Rotation for Open Set Domain Adaptation



Silvia Bucci , Mohammad Reza Loghmani , Tatiana Tommasi

* accepted at ECCV 2020 

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One-Shot Unsupervised Cross-Domain Detection



Antonio D'Innocente , Francesco Cappio Borlino , Silvia Bucci , Barbara Caputo , Tatiana Tommasi


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Learning to Generalize One Sample at a Time with Self-Supervision



Antonio D'Innocente , Silvia Bucci , Barbara Caputo , Tatiana Tommasi

* Submitted to ICCV 2019 

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