XifengGuo / DEC-DA
Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).
☆55Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for DEC-DA
- ☆156Updated 7 years ago
- A tensorflow version of JULE (Joint Unsupervised Learning of Deep Representations and Image Clusters).☆25Updated 6 years ago
- ☆40Updated 6 years ago
- ☆53Updated 4 years ago
- Tensorflow implementation of Deep Embedded Clustering (DEC) for unsupervised learning☆20Updated 7 years ago
- Pytorch implementation of our article "Clustering-driven Deep Embedding with Pairwise Constraints"☆27Updated 6 years ago
- Updated version of DCN☆83Updated 2 years ago
- Pytorch implementation of Improved Deep Embedded Clustering☆98Updated 5 years ago
- ☆56Updated 6 years ago
- ☆21Updated 6 years ago
- Deep Embedding Clustering in Keras☆130Updated 7 years ago
- This is outdated -- New version: https://github.com/boyangumn/DCN-New☆93Updated 6 years ago
- Deep Subspace Clustering + GAN☆23Updated 6 years ago
- Tensorflow implementation of "Unsupervised Deep Embedding for Clustering Analysis"☆57Updated 6 years ago
- ☆23Updated 5 years ago
- This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper☆209Updated 3 years ago
- Latent space clustering in Generative Adversarial Network (GAN)☆105Updated 2 years ago
- Replication of "Auto-encoder Based Data Clustering" Song et al☆26Updated 6 years ago
- ☆92Updated 5 years ago
- Implementation of Deep Soft-K means☆28Updated 3 years ago
- Tensorflow implementation of "Deep Multimodal Subspace Clustering Networks"☆70Updated 5 years ago
- Deep Adaptive Image Clustering Paper Implementation☆28Updated 5 years ago
- clustering☆114Updated 5 years ago
- Code for Learning Embedding Space for Clustering From Deep Representations [IEEE BigData 2018]☆22Updated 5 years ago
- Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation☆56Updated 4 years ago
- This repository is an attempt to replicate the results for the paper: "Learning Deep Representations for Graph Clustering".☆21Updated 7 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆129Updated last year
- Tensorflow implementation of Deep Adaptive Image Clustering☆21Updated 6 years ago
- ☆191Updated 2 years ago
- PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)☆123Updated 4 years ago