no code implementations • 19 Apr 2024 • Konstantinos Vilouras, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
In this work, we use a publicly available Foundation Model, namely the Latent Diffusion Model, to solve this challenging task.
no code implementations • 1 Nov 2023 • Konstantinos Vilouras, Xiao Liu, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
Knowledge distillation enables fast and effective transfer of features learned from a bigger model to a smaller one.
no code implementations • 11 Jul 2023 • Avinash Kori, Pedro Sanchez, Konstantinos Vilouras, Ben Glocker, Sotirios A. Tsaftaris
Unsupervised representation learning with variational inference relies heavily on independence assumptions over latent variables.