Domain-Aware Continual Zero-Shot Learning

Domain-Aware Continual Zero-Shot Learning

We introduce Domain Aware Continual Zero-Shot Learning (DACZSL), the task of visually recognizing images of unseen categories in unseen domains sequentially. We created DACZSL on top of the DomainNet dataset by dividing it into a sequence of tasks, where classes are incrementally provided on seen do...

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Bibliographic Details
Main Author: Yi, Kai
Other Authors: Elhoseiny, Mohamed
Language:en
Published: 2021
Subjects:
Zero-Shot Learning
Domain Generalization
Continual Learning
Vision-Language
Transfer Learning
Disentangled Representation
Online Access:Yi, K. (2021). Domain-Aware Continual Zero-Shot Learning. KAUST Research Repository. https://doi.org/10.25781/KAUST-D16H1
http://hdl.handle.net/10754/673833

Internet

Yi, K. (2021). Domain-Aware Continual Zero-Shot Learning. KAUST Research Repository. https://doi.org/10.25781/KAUST-D16H1
http://hdl.handle.net/10754/673833

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