HyounYoung Bae

Label-Focused Inductive Bias over Latent Object Features in Visual Classification

Most neural networks for classification primarily learn features differentiated by input-domain related information such as visual similarity of objects in an image. While this focus is natural behavior, it can inadvertently introduce an inductive bias that conflicts with unseen relations in an impl…