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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...
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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...
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07/18/2022
Semantic Novelty Detection via Relational Reasoning
Semantic novelty detection aims at discovering unknown categories in the...
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03/17/2022
Contrastive Learning for Cross-Domain Open World Recognition
The ability to evolve is fundamental for any valuable autonomous agent w...
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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...
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06/04/2021
Towards Fairness Certification in Artificial Intelligence
Thanks to the great progress of machine learning in the last years, seve...
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03/26/2021
Translate to Adapt: RGB-D Scene Recognition across Domains
Scene classification is one of the basic problems in computer vision res...
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07/24/2020
Self-Supervised Learning Across Domains
Human adaptability relies crucially on learning and merging knowledge fr...
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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...
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05/23/2020
One-Shot Unsupervised Cross-Domain Detection
Despite impressive progress in object detection over the last years, it ...
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10/09/2019
Learning to Generalize One Sample at a Time with Self-Supervision
Although deep networks have significantly increased the performance of v...
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06/12/2019
Tackling Partial Domain Adaptation with Self-Supervision
Domain adaptation approaches have shown promising results in reducing th...
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03/16/2019
Domain Generalization by Solving Jigsaw Puzzles
Human adaptability relies crucially on the ability to learn and merge kn...
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07/31/2018