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Plant phenotyping
The dataset used in the paper is a real-world dataset for plant phenotyping, where half of the leaf images are infected with a Cercospora Leaf Spot (CLS), which are the black... -
Decoy-MNIST
The dataset used in the paper is a synthetic dataset similar to decoy-MNIST of Ross et al. (2017) with induced shortcuts and is presented in Section 5.2. For evaluation on... -
ImageNet classification
ImageNet classification dataset, COCO dataset -
STL-10 dataset
The dataset used in this paper is a collection of images from the STL-10 dataset, preprocessed and used for training and evaluation of the proposed diffusion spectral entropy... -
MNIST database of handwritten digits
The MNIST handwritten digit database is a dataset of 60,000 training and 10,000 test examples of handwritten digit images. -
ImageNet Large Scale Visual Recognition Challenge (ILSVRC)
The ImageNet Large Scale Visual Recognition Challenge (ILSVRC) dataset is a large-scale image classification dataset containing over 14 million images from 21,841 categories. -
PACS dataset
The dataset used in the paper is a large collection of small images, each representing a patch of a jigsaw puzzle. The patches are of the same size and orientation, and the goal... -
Image dataset
The dataset used in the paper is a set of images, and the authors used it to train and test their ladder network model. -
CIFAR-100 Dataset
The CIFAR-100 dataset consists of 100 classes of 32 × 32 RGB images with 60,000 training and 10,000 testing examples. -
ImageNet-20 and ImageNet-100
The ImageNet-20 and ImageNet-100 datasets are used for zero-shot image classification tasks. -
Learning Interpretable Queries for Explainable Image Classification with Info...
Information Pursuit (IP) is an explainable prediction algorithm that greedily selects a sequence of interpretable queries about the data in order of information gain, updating... -
Caltech-UCSD Birds-200-2011 Dataset
The Caltech-UCSD Birds-200-2011 Dataset consists of 11,169 bird images from 200 categories and each category has 60 images averagely. -
Synthetic toy dataset
A synthetic toy dataset of square images of n = 4 pixels, where each pixel takes values between 0 and 255 in grayscale. -
Fashion MNIST dataset
The Fashion MNIST dataset is a large dataset of fashion images, each image is a 28x28 grayscale image, and there are 60,000 training images, 10,000 validation images, and 10,000... -
ImageNet, COCO, and Unpaired real dataset
The dataset used in the paper is a large set of real images extracted from various object categories of the ImageNet, COCO, and Unpaired real dataset.