-
MNIST, USPS, and CIFAR10
The dataset used in this paper is MNIST, USPS, and CIFAR10. The dataset is used for privacy-preserving CNN training. -
MNIST, Fashion-MNIST, and Kuzushiji-MNIST
Three public datasets were employed throughout the experiments: MNIST, Fashion-MNIST, and Kuzushiji-MNIST. -
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. -
MNIST, FashionMNIST, and KuzushijiMNIST datasets
The dataset contains 30 multi-instance classification datasets generated from the MNIST, FashionMNIST, and KuzushijiMNIST datasets. -
IMAGE DATA
The MNIST, Fashion-MNIST, CIFAR-10, and CelebA datasets are used for image data. -
Binarized MNIST
We use the preprocessed binarized MNIST dataset from [49] which has a split of 50k/10k/10k. -
MNIST and CIFAR-10 datasets
The MNIST and CIFAR-10 datasets are used to test the theory suggesting the existence of many saddle points in high-dimensional functions. -
MNIST and USPS
The MNIST and USPS datasets are used for binary classification tasks. -
MNIST Digit Swap Task
The MNIST Digit Swap Task dataset consists of 64 × 64 images of handwritten digits, where 0s are placed on the left and 1s are placed on the right, or vice versa. -
MNIST handwritten digit database
The MNIST handwritten digit database is a dataset of 60,000 8x8 grayscale images of handwritten digits. -
MNIST and CIFAR10
The MNIST and CIFAR10 datasets are used to evaluate the proposed Adversarial Training with Transferable Adversarial Examples (ATTA) method. -
Stochastic Moving MNIST
A dataset of stochastic moving MNIST, consisting of sequences of 15 frames of size 64x64. -
Counting Digits Dataset
The dataset used in this paper is a synthetic dataset with a nonlinear response, where the response is learned by means of a neural network trained to count numbers in synthetic... -
CIFAR-10, CIFAR-100, and MNIST
The dataset used in the paper is a benchmark dataset for diffusion models, specifically denoising diffusion probabilistic models (DDPM). The dataset consists of images from... -
MNIST and Fashion MNIST datasets
The MNIST dataset is a large dataset of handwritten digits, and the Fashion MNIST dataset is a similar dataset but with different styles. -
CIFAR10 and MNIST datasets
The CIFAR10 and MNIST datasets are used for image classification tasks. -
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. -
MNIST Database
The MNIST database of handwritten digits is a popular benchmark data set for classification algorithms.
