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cs.CV2021
Shared and Private VAEs with Generative Replay for Continual Learning
Subhankar Ghosh
Continual learning tries to learn new tasks without forgetting previously learned ones. In reality, most of the existing artificial neural network(ANN) models fail, while humans do…
cs.CV2021
Dynamic VAEs with Generative Replay for Continual Zero-shot Learning
Subhankar Ghosh
Continual zero-shot learning(CZSL) is a new domain to classify objects sequentially the model has not seen during training. It is more suitable than zero-shot and continual learnin…