This repo implements the LPVDN (Locality Preserving Variational Discriminative Network) proposed in the paper Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network
To train LPVDN on MNIST dataset with default setting, simply do:
python main.py
The expected results should be:
| ACC | NMI | ARI | |
|---|---|---|---|
| LPVDN | 97.13±0.21 | 92.76±0.35 | 93.79±0.42 |