572 citations · 788 across the 31 of their papers we have counts for
3 papers · 1 filter
Adversarial Message Passing For Graphical Models
Theofanis Karaletsos
Bayesian inference on structured models typically relies on the ability to infer posterior distributions of underlying hidden variables. However, inference in implicit models or co…
Conditional Similarity Networks
Andreas Veit, Serge Belongie, Theofanis Karaletsos
What makes images similar? To measure the similarity between images, they are typically embedded in a feature-vector space, in which their distance preserve the relative dissimilar…
Knowledge Transfer with Medical Language Embeddings
Stephanie L. Hyland, Theofanis Karaletsos, Gunnar Rätsch
Identifying relationships between concepts is a key aspect of scientific knowledge synthesis. Finding these links often requires a researcher to laboriously search through scien- t…