Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities

Uri Shaham, Igal Zaidman, Jonathan Svirsky

It is often desired that ordinal regression models yield unimodal predictions. However, in many recent works this characteristic is either absent, or implemented using soft targets…