Supplementary Materials: Deep Subspace Clustering with Data Augmentation Alireza Naghizadeh Rutgers University Rutgers University New Brunswick, NJ

In this section, we provide the details of the image operations that were used in our search space for augmentation policies, a sensibility test for the EMA decay parameter α in our model, and our procedure of reducing the search space of augmentation policies is explained. Finally, we provide some additional experiments for evaluation of our proposed method.