no code implementations • 28 Oct 2022 • Andrius Ovsianas, Jason Ramapuram, Dan Busbridge, Eeshan Gunesh Dhekane, Russ Webb
Self-supervised representation learning (SSL) methods provide an effective label-free initial condition for fine-tuning downstream tasks.
no code implementations • pproximateinference AABI Symposium 2022 • Francisco Vargas, Andrius Ovsianas, David Fernandes, Mark Girolami, Neil D. Lawrence, Nikolas Nüsken
In this work we explore a new framework for approximate Bayesian inference in large datasets based on stochastic control (i. e. Schr\"odinger bridges).