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CULT: Continual Unsupervised Learning with Typicality-Based Environment Detec...
FashionMNIST and MNIST datasets are used for continual unsupervised learning with variational autoencoders and generative replay. -
Permuted MNIST
The Permuted MNIST dataset is a variation of MNIST where new tasks of comparable difficulty to the original MNIST classification task are created by permuting the pixels of... -
Split MNIST
The dataset used in this paper for Continual Learning, Catastrophic Forgetting and PCA-OGD. -
Rotated MNIST
The Rotated MNIST dataset is a subset of the MNIST dataset with images of handwritten digits rotated by 90 degrees.