deep-clustering

There are 3 repositories under deep-clustering topic.

yueliu1999 / Awesome-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
deep-clustering graph-neural-networks self-supervised-learning representation-learning surveys data-mining deep-learning graph-convolutional-networks graph-embedding network-embedding gcn machine-learning clustering data-mining-algorithms graphclustering
Language:Python 691
yueliu1999 / HSAN
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
clustering data-mining deep-clustering deep-learning graph-clustering graph-neural-networks graphclustering machine-learning network-embedding representation-learning self-supervised-learning unsupervised-learning contrastive-learning
Language:Python 252
bdy9527 / SDCN
Structural Deep Clustering Network
autoencoder deep-clustering graph-convolutional-networks knn-graphs self-supervised-learning
Language:Python 247
yueliu1999 / DCRN
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
self-supervised-learning graph-neural-networks deep-clustering representation-learning deep-learning graph-convolutional-networks network-embedding pytorch unsupervised-learning data-mining gcn graph-convolutional-network
Language:Python 208
JusperLee / Deep-Clustering-for-Speech-Separation
Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation
speech-separation segmentation pytorch deep-clustering
Language:Python 117
thuiar / OKD-Reading-List
Papers for Open Knowledge Discovery
computer-vision deep-clustering intent-discovery machine-learning natural-language-processing natural-language-understanding open-set-recognition open-world-classification out-of-distribution-detection out-of-domain-detection
Language:TeX 116
Deepayan137 / DeepClustering
A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.
deep-clustering deep-learning python3 pytorch pytorch-implmention unsupervised-learning
Language:Python 108
Marigoldwu / A-Unified-Framework-for-Deep-Attribute-Graph-Clustering
This project is a scalable unified framework for deep graph clustering.
deep-clustering graph-clustering deep-learning graph-attention-networks graph-convolutional-neural-networks self-supervised-learning deep-graph-clustering data-mining deep-graph-clustering-framework machine-learning
Language:Python 75
WxTu / DFCN
AAAI 2021-Deep Fusion Clustering Network
deep-clustering graph-neural-network self-supervised-learning
Language:Python 71
HIK-LAB / Unsupervised-Image-Classification
A very simple self-supervised image classification framework!
image-classification unsupervised-learning self-supervised-learning deep-clustering clustering-algorithm representation-learning
Language:Python 47
FabianFalck / mfcvae
Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of variational autoencoders to find multiple disentangled clusterings of data.
multi-facet-clustering deep-clustering variational-autoencoder deep-generative-models clustering vade variational-deep-embedding
Language:Python 34
waynezhanghk / gactoolbox
Graph Agglomerative Clustering (GAC) toolbox
clustering graph dbscan spectral-clustering deep-clustering image-clustering
Language:C++ 26
ZhihaoPENG-CityU / MM21---AGCN
The code of AGCN (Attention-driven Graph Clustering Network), which is accepted by ACM MM 2021.
feature-fusion deep-clustering attention-based-mechanism multi-scale-features
Language:Python 25
parasdahal / deepclustering
Author implementation of deep clustering model from the paper "Learning Embedding Space for Clustering From Deep Representations".
clustering deep-clustering
Language:Python 21
waynezhanghk / gacluster
Graph Agglomerative Clustering Library
clustering image-clustering spectral-clustering graph-clustering community-detection fashion-mnist mnist agglomerative-clustering hierarchical-clustering deep-clustering clustering-evaluation k-means unsupervised-learning spectral-clustering-algorithm dbscan
Language:MATLAB 20
tntek / N2DCX
Official implementation for [N2DCX] Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation
deep-clustering domain-adaptation nearest-neighbor transfer-learning
Language:Python 19
HHU-MMBS / TEMI-official-BMVC2023
[BMVC2023] Official code for TEMI: Exploring the Limits of Deep Image Clustering using Pretrained Models
bmvc2023 deep-clustering image-clustering pretrained-models
Language:Python 18
ZJU-DAILY / E2DTC
Source code for E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE 2021.
deep-clustering trajectory metric-learning
Language:Python 14
juselara1 / dmae
TensorFlow implementation of the Dissimilarity Mixture Autoencoder: https://arxiv.org/abs/2006.08177
autoencoder clustering deep-clustering deep-learning dissimilarity-mixture-autoencoder tensorflow
Language:Python 11
shashikg / X-Vector-Based-Speaker-Diarization
Course project for EE698R (2020-21 Sem 2). An X-Vector Based Speaker Diarization System with AutoEncoder based clustering method. Also supports spectral and KMeans clustering method.
deep-clustering deep-learning python pytroch speaker-diarization
Language:Jupyter Notebook 10
XiplusChenyu / Vocal-Track-Extraction-Deep-Learning
This is a project for Columbia Research Project
deep-clustering music-source-separation pytorch u-net
Language:Jupyter Notebook 7
yisiyu95 / R2FGC
[Accepted by TNNLS] Source Code for Relational Redundancy-Free Graph Clustering
deep-clustering graph-clustering graph-neural-networks graph-representation-learning relational-learning self-supervised-learning
Language:Python 7
Mr-SGXXX / Clustering
The collection and reproduction code of the clustering methods I have known
clustering pytorch datasets deep-learning machine-learning paperlist unsupervised-learning clustering-tools deep-clustering classical-clustering
Language:Python 6
Ghiara / DIVA
DIVA: A Dirichlet Process Mixtures Based Incremental Deep Clustering Algorithm via Variational Auto-Encoder
deep-clustering dirichlet-process-mixtures generative-model variational-autoencoder incremental-learning
Language:Jupyter Notebook 4
dung321046 / ConstrainedClusteringViaPostProcessing
Submission for DS 2020
constrained-clustering ilp cop-kmeans deep-clustering
Language:Python 3
aciobanusebi / deep-clustering
deep-learning machine-learning deep-clustering k-means gmm-clustering
Language:Jupyter Notebook 2
mieskolainen / hypertrack
HyperTrack: Neural Combinatorics for High Energy Physics [arXiv:2309.14113]
clustering deep-learning high-energy-physics transformer graph-neural-networks contrastive-learning deep-clustering gnn
Language:Python 2
tchewik / unsupervised_openie
Deep clustering for relation extraction
deep-clustering relation-extraction
Language:Jupyter Notebook 2
Zarmina97 / DBC_Ai_industry
Discriminately Boosted Clustering (DBC) builds on DEC by using convolutional autoencoder instead of feed forward autoencoder. It uses the same training scheme, reconstruction loss and cluster assignment hardening loss as DEC. DBC achieves good results on image datasets because of its use of convolutional neural network.
deep-clustering
Language:Jupyter Notebook 2
AbdellatifMamoun / Deep-clustering-for-the-medical-diagnosis-of-cancer
Transfer and adaptation of general characteristics without supervision in microscopy images.
medical-imaging histopathology deep-clustering transfer-learning domain-adaptation deep-learning
Language:Jupyter Notebook 1
AhmetSelimPehlivan / Agri-Land-Detection
Suitable Agriculture Land Detection from Satellite Imaginary with Deep Clustering
deep-clustering deep-learning keras machine-learning python pytorch tensorflow
Language:Jupyter Notebook 1
remahini / Deep_Clustering
Deep Clustering for TW Determination of an ERP Component
deep-clustering matlab rstudio
Language:R 1
carlescn / MSc_bioinformatics_thesis
This repository contains my implementation of some deep clustering models written for my MSc thesis.
autoencoder clustering deep-clustering deep-embedded-clustering deep-learning keras machine-learning msc-thesis tensorflow variational-autoencoder variational-deep-embedding bioinformatics
Language:Jupyter Notebook 0
GraphEoM / GSCAN
GSCAN: Graph Stability Clustering using Edge-Aware Excess-of-Mass
clustering deep deep-clustering gnn graph graph-algorithms excess-of-mass grap-clustering
Language:Python 0
jamiestephens / tideprediction
Jupyter notebooks for predicting tides, using unsupervised neural net clustering.
cnn-keras deep-clustering oceans tides
Language:Jupyter Notebook 0
rabihchamas / Classifier-Aligner
This repository contains an implementation of a deep learning architecture designed for unsupervised or self-supervised classification tasks. The architecture consists of two components: a classifier and an aligner.
multi-agent-learning self-supervised-learning unsupervised-classification unsupervised-learning deep-clustering
Language:Jupyter Notebook 0

deep-clustering

yueliu1999 / Awesome-Deep-Graph-Clustering

yueliu1999 / HSAN

bdy9527 / SDCN

yueliu1999 / DCRN

JusperLee / Deep-Clustering-for-Speech-Separation

thuiar / OKD-Reading-List

Deepayan137 / DeepClustering

Marigoldwu / A-Unified-Framework-for-Deep-Attribute-Graph-Clustering

WxTu / DFCN

HIK-LAB / Unsupervised-Image-Classification

FabianFalck / mfcvae

waynezhanghk / gactoolbox

ZhihaoPENG-CityU / MM21---AGCN

parasdahal / deepclustering

waynezhanghk / gacluster

tntek / N2DCX

HHU-MMBS / TEMI-official-BMVC2023

ZJU-DAILY / E2DTC

juselara1 / dmae

shashikg / X-Vector-Based-Speaker-Diarization

XiplusChenyu / Vocal-Track-Extraction-Deep-Learning

yisiyu95 / R2FGC

Mr-SGXXX / Clustering

Ghiara / DIVA

dung321046 / ConstrainedClusteringViaPostProcessing

aciobanusebi / deep-clustering

mieskolainen / hypertrack

tchewik / unsupervised_openie

Zarmina97 / DBC_Ai_industry

AbdellatifMamoun / Deep-clustering-for-the-medical-diagnosis-of-cancer

AhmetSelimPehlivan / Agri-Land-Detection

remahini / Deep_Clustering

carlescn / MSc_bioinformatics_thesis

GraphEoM / GSCAN

jamiestephens / tideprediction

rabihchamas / Classifier-Aligner