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cs.LG2022★ 2 cited
Riemannian Metric Learning via Optimal Transport
Christopher Scarvelis, Justin Solomon
We introduce an optimal transport-based model for learning a metric tensor from cross-sectional samples of evolving probability measures on a common Riemannian manifold. We neurall…
cs.CL2022
Relative Position Prediction as Pre-training for Text Encoders
Rickard Brüel-Gabrielsson, Chris Scarvelis
Meaning is defined by the company it keeps. However, company is two-fold: It's based on the identity of tokens and also on their position (topology). We argue that a position-centr…