{"url":"/dataset/mnist-multiview-datasets","name":"MNIST Multiview Datasets","full_name":"MNIST Multiview Datasets","description_markdown":"MNIST Multiview Datasets\r\n========================\r\n\r\nMNIST is a publicly available dataset consisting of 70, 000 images of handwritten digits distributed over\r\nten classes. We generated 2 four-view datasets where each view is a vector of R<sup>14 x 14</sup>:\r\n\r\n* MNIST<sub>1</sub>:  It is generated by considering 4 quarters of image as 4 views. \r\n* MNIST<sub>2</sub>:  It is generated by  considering 4 overlapping views around the centre of images: this dataset brings redundancy between the views.\r\n\r\n\r\nRelated Papers:\r\n```\r\nGoyal, Anil, Emilie Morvant, Pascal Germain, and Massih-Reza Amini. \r\n\"Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters.\"\r\nNeurocomputing, 358, 2019, pp. 81-92.\r\n\r\n\r\n\r\nLink to the ArXiv version:\r\nhttps://arxiv.org/abs/1808.05784\r\n\r\nPublished Version:\r\nhttps://doi.org/10.1016/j.neucom.2019.04.072\r\n```\r\n\r\n```\r\nGoyal, Anil, Emilie Morvant, and Massih-Reza Amini. \r\n\"Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization.\" \r\nIn International Symposium on Intelligent Data Analysis, pp. 124-136. Springer, Cham, 2018.\r\n\r\nLink to the ArXiv version: \r\nhttps://arxiv.org/abs/1805.10212\r\n\r\nPublished Version:\r\nhttps://doi.org/10.1007/978-3-030-01768-2_11\r\n```","description_withheld":null,"homepage":"https://github.com/goyalanil/Multiview_Dataset_MNIST","introduced_date":"2019-07-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/multiview-boosting-by-controlling-the","title":"Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters","first_author":"Anil Goyal","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Multiview Learning","url":"/task/multiview-learning","datasets_with_task":"/datasets/task/multiview-learning"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MNIST Multiview Datasets"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}