18 citations · 58 across the 32 of their papers we have counts for
4 papers · 1 filter
Continual learning in cross-modal retrieval
Kai Wang, Luis Herranz, Joost van de Weijer
Multimodal representations and continual learning are two areas closely related to human intelligence. The former considers the learning of shared representation spaces where infor…
Avalanche: an End-to-End Library for Continual Learning
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu +25
Learning continually from non-stationary data streams is a long-standing goal and a challenging problem in machine learning. Recently, we have witnessed a renewed and fast-growing…
On Implicit Attribute Localization for Generalized Zero-Shot Learning
Shiqi Yang, Kai Wang, Luis Herranz +1
Zero-shot learning (ZSL) aims to discriminate images from unseen classes by exploiting relations to seen classes via their attribute-based descriptions. Since attributes are often…
Generative Multi-Label Zero-Shot Learning
Akshita Gupta, Sanath Narayan, Salman Khan +3
Multi-label zero-shot learning strives to classify images into multiple unseen categories for which no data is available during training. The test samples can additionally contain…