2 papers
cs.LG2021
Multi-Class Anomaly Detection
Suresh Singh, Minwei Luo, Yu Li
We study anomaly detection for the case when the normal class consists of more than one object category. This is an obvious generalization of the standard one-class anomaly detecti…
cs.LG2021
Beyond Categorical Label Representations for Image Classification
Boyuan Chen, Yu Li, Sunand Raghupathi +1
We find that the way we choose to represent data labels can have a profound effect on the quality of trained models. For example, training an image classifier to regress audio labe…