Continual zero-shot learning through semantically guided generative random walks
Learning novel concepts, remembering previous knowledge, and adapting it to future tasks
occur simultaneously throughout a human's lifetime. To model such comprehensive abilities …
occur simultaneously throughout a human's lifetime. To model such comprehensive abilities …
PAMK: Prototype Augmented Multi-Teacher Knowledge Transfer Network for Continual Zero-Shot Learning
J Lu, S Sun - IEEE Transactions on Image Processing, 2024 - ieeexplore.ieee.org
Continual zero-shot learning (CZSL) aims to develop a model that accumulates historical
knowledge to recognize unseen tasks, while eliminating catastrophic forgetting for seen …
knowledge to recognize unseen tasks, while eliminating catastrophic forgetting for seen …
Evolutionary Generalized Zero-Shot Learning
An open problem on the path to artificial intelligence is generalization from the known to the
unknown, which is instantiated as Generalized Zero-Shot Learning (GZSL) task. In this work …
unknown, which is instantiated as Generalized Zero-Shot Learning (GZSL) task. In this work …