Pro-t-VAE: Closed-Form Student's t Mixtures for Robust Prototype Discovery

Zhikang Xu, Jiarui Xing, Jian Wang

We present a robust deep generative framework for unsupervised image prototype discovery, built on a heavy-tailed Student's t mixture prior, that bridges statistical robustness and…