Locality-Sensitive Hashing for Efficient Hard Negative Sampling in Contrastive Learning

Fabian Deuser, Philipp Hausenblas, Hannah Schieber +3

Contrastive learning is a representational learning paradigm in which a neural network maps data elements to feature vectors. It improves the feature space by forming lots with an…