OpenCodePapers

unsupervised-image-classification-on-mnist

Image ClassificationUnsupervised Image Classification
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PaperCodeAccuracyModelNameReleaseDate
Invariant Information Clustering for Unsupervised Image Classification and Segmentation✓ Link99.3IIC2018-07-17
Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization98.32ACOL + GAR + k-means2018-02-08
Let Go of Your Labels with Unsupervised Transfer✓ Link97.8TURTLE (CLIP + DINOv2)2024-06-11
Deep Transformation-Invariant Clustering✓ Link97.3DTI-Clustering2020-06-19
The VampPrior Mixture Model✓ Link96.74VMM2024-02-06
Inferencing Based on Unsupervised Learning of Disentangled Representations✓ Link96.61Bidirectional InfoGAN2018-03-07
Adversarial Autoencoders✓ Link95.9Adversarial AE2015-11-18
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks✓ Link95.73CatGAN2015-11-19
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets✓ Link95InfoGAN2016-06-12
PixelGAN Autoencoders✓ Link94.73PixelGAN Autoencoders2017-06-02
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