Search Results for author: Konstantinos Vilouras

Found 3 papers, 0 papers with code

Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models

no code implementations19 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.

Contrastive Learning Phrase Grounding

Group Distributionally Robust Knowledge Distillation

no code implementations1 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.

Knowledge Distillation

A Causal Ordering Prior for Unsupervised Representation Learning

no code implementations11 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.

Causal Discovery counterfactual +2

Cannot find the paper you are looking for? You can Submit a new open access paper.