"Deep Metric Learning Meets DeepClustering: An Novel UnsupervisedApproach for Feature Embedding" (BMVC 2020)

run the deepclustering on mnist without faiss

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deepclustering

Deepclustering for cocktail-party-problem

deepclustering using autoencoders

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this the implemention of various deepclustering algorithm using python

This repository is for the literature summary for Deep Representation, inspired by the work "zhoushengisnoob / DeepClustering".

This is a final project for ECBM4040 Deep Learning and Neural Networks (Fall 2024) class instructed by Professor Zoran Kostic. This project replicated the DeepClustering paper (Caron et al. 2019), applied k-means clustering to generate pseudo-labels for training MobileNet in unsupervised machine learning on the CIFAR-10 dataset.