Independent Prototype Propagation for Zero-Shot Compositionality

Frank Ruis, Gertjan Burghouts, Doina Bucur, NeurIPS 2021

Abstract Humans are good at compositional zero-shot reasoning; someone who has never seen a zebra before could nevertheless recognize one when we tell them it looks like a horse with black and white stripes. Machine learning systems, on the other hand, usually leverage spurious correlations in the training data, and... [Read More]