Silvia Bucci | DeepAI

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Featured Co-authors

Barbara Caputo
78 publications
Timothy M. Hospedales
62 publications
Tatiana Tommasi
32 publications
Miaomiao Liu
32 publications
Fabio Maria Carlucci
12 publications
Nermin Samet
12 publications
Arushi Goel
11 publications
Antonio D'Innocente
8 publications
Ivaxi Sheth
7 publications
Francesco Cappio Borlino
7 publications
Mohammad Reza Loghmani
5 publications

∙ 03/25/2023

Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics

Deep learning-based recognition systems are deployed at scale for severa...

0 Leonardo Iurada, et al. ∙

∙ 08/24/2022

WiCV 2022: The Tenth Women In Computer Vision Workshop

In this paper, we present the details of Women in Computer Vision Worksh...

31 Doris Antensteiner, et al. ∙

∙ 07/18/2022

Semantic Novelty Detection via Relational Reasoning

Semantic novelty detection aims at discovering unknown categories in the...

5 Francesco Cappio Borlino, et al. ∙

∙ 03/17/2022

Contrastive Learning for Cross-Domain Open World Recognition

The ability to evolve is fundamental for any valuable autonomous agent w...

12 Francesco Cappio Borlino, et al. ∙

∙ 07/05/2021

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

Vision systems trained in closed-world scenarios will inevitably fail wh...

0 Silvia Bucci, et al. ∙

∙ 06/04/2021

Towards Fairness Certification in Artificial Intelligence

Thanks to the great progress of machine learning in the last years, seve...

0 Tatiana Tommasi, et al. ∙

∙ 03/26/2021

Translate to Adapt: RGB-D Scene Recognition across Domains

Scene classification is one of the basic problems in computer vision res...

0 Andrea Ferreri, et al. ∙

∙ 07/24/2020

Self-Supervised Learning Across Domains

Human adaptability relies crucially on learning and merging knowledge fr...

0 Silvia Bucci, et al. ∙

∙ 07/24/2020

On the Effectiveness of Image Rotation for Open Set Domain Adaptation

Open Set Domain Adaptation (OSDA) bridges the domain gap between a label...

0 Silvia Bucci, et al. ∙

∙ 05/23/2020

One-Shot Unsupervised Cross-Domain Detection

Despite impressive progress in object detection over the last years, it ...

3 Antonio D'Innocente, et al. ∙

∙ 10/09/2019

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

Although deep networks have significantly increased the performance of v...

0 Antonio D'Innocente, et al. ∙

∙ 06/12/2019

Tackling Partial Domain Adaptation with Self-Supervision

Domain adaptation approaches have shown promising results in reducing th...

0 Silvia Bucci, et al. ∙

∙ 03/16/2019

Domain Generalization by Solving Jigsaw Puzzles

Human adaptability relies crucially on the ability to learn and merge kn...

0 Fabio Maria Carlucci, et al. ∙

∙ 07/31/2018

Multimodal Deep Domain Adaptation

Typically a classifier trained on a given dataset (source domain) does n...

0 Silvia Bucci, et al. ∙

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