DMMC-zoo

This repos reproduced major variants of the Deep Multi-Modal Clustering algorithm via pytorch.

Note

This is my first try to combine and reproduce the major variants of Deep Multi-Modal Clustering(DMMC) algorithms by pytorch. Because all of the DMMC algorithms were implemented on a different platform, such as Tensorflow or pytorch, it is challenging to do some experiments for the new one in the same environment. This repos will bring convenience to all of the researchers in DMMC.

Environment

For the detail, sees requirements.txt from each subfolder.

• python 3.8
• pytorch 1.7.1 (cuda 10.1)
• pytorch-lightning 1.2.1

Algorithms

• DCCA an DCCAE
• Deep Multimodal Subspace Clustering Networks(DMSC)
• Deep adversarial multi-view clustering network(DAMC)
• End-to-end adversarial-attention network for multi-modal clustering(EAMC)