cifar10 dataset and cifar100 dataset

NIAID Data Ecosystem2026-03-14 收录

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https://zenodo.org/record/7714692

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资源简介：

This zip contains the cifar10 dataset and the cifar100 dataset for the classification tasks.

创建时间：

2023-03-10

cifar10 dataset and cifar100 dataset

This zip contains the cifar10 dataset and the cifar100 dataset for the classification tasks.

Zenodo2023-03-10 更新20

cifar10 dataset and cifar100 dataset

This zip contains the cifar10 dataset and the cifar100 dataset for the classification tasks.

Zenodo2023-03-10 更新00

Subsampled CIFAR10 and CIFAR100

The dataset used in the paper is a modified version of CIFAR10 and CIFAR100 datasets, subsampled to create irregularly scattered nodes for each image.

DataCite Commons2026-01-07 更新00

CIFAR10 and CIFAR100

The dataset used in the paper is not explicitly described, but it is mentioned that the authors conducted experiments on various vision tasks, including image classification, object detection, human-o

DataCite Commons2026-01-07 更新00

CIFAR10, CIFAR100, TinyImageNet

本文研究了通过知识蒸馏进行数据集蒸馏的方法，特别关注自监督预训练深度网络的效率。数据集包括CIFAR10、CIFAR100和TinyImageNet，这些数据集用于生成小型合成数据集，以模拟在大规模图像数据集上的训练。数据集的创建过程涉及匹配学生模型和教师模型的训练轨迹，通过知识蒸馏降低自监督学习梯度的高方差。该数据集的应用领域主要是在有限标记数据的情况下，提高下游任务的准确性。

arXiv2024-10-03 更新1650