Jungsik Hwang

A Novel Framework for Learning Stochastic Representations for Sequence Generation and Recognition

2024 · arXiv (Cornell University)

The ability to generate and recognize sequential data is fundamental for autonomous systems operating in dynamic environments. Inspired by the key principles of the brain-predictive coding and the Bayesian brain-we propose a novel stochastic Recurrent …