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Tatiana Tommasi

Politecnico di Torino, Italy, Italian Institute of Technology

Online vs. Offline Adaptive Domain Randomization Benchmark



Gabriele Tiboni , Karol Arndt , Giuseppe Averta , Ville Kyrki , Tatiana Tommasi

* 15 pages, 6 figures 

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Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead



Niccolò Cavagnero , Fernando Dos Santos , Marco Ciccone , Giuseppe Averta , Tatiana Tommasi , Paolo Rech

* 7 pages, 6 figures 

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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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End-to-End Learning to Grasp from Object Point Clouds



Antonio Alliegro , Martin Rudorfer , Fabio Frattin , Aleš Leonardis , Tatiana Tommasi

* 8 pages, 7 figures, submitted to RA-L/IROS 2022 

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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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Denoise and Contrast for Category Agnostic Shape Completion



Antonio Alliegro , Diego Valsesia , Giulia Fracastoro , Enrico Magli , Tatiana Tommasi

* Accepted at CVPR 2021 

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Translate to Adapt: RGB-D Scene Recognition across Domains



Andrea Ferreri , Silvia Bucci , Tatiana Tommasi


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Rethinking Domain Generalization Baselines



Francesco Cappio Borlino , Antonio D'Innocente , Tatiana Tommasi

* Accepted at ICPR 2020 

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