Multiview Learning and Self-supervision

This is a code demo for the following paper:

Qi Lyu, Xiao Fu, Weiran Wang and Songtao Lu, 'Understanding Latent Correlation-Based Multiview Learning and Self-Supervision: An Identifiability Perspective', ICLR 2022, Spotlight.

Run the command 'bash run_cars3d.sh' to see sample results on the Cars3D dataset.

Tested on: python 3.5, PyTorch 1.1.0, cuda 9.0.

The generated samples will be saved in ./synthesized_samples directory.