Anoop Cherian

GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection

2019 · arXiv (Cornell University)

One-class learning is the classic problem of fitting a model to data for which annotations are available only for a single class. In this paper, we propose a novel objective for one-class learning. Our key …

ComplexVAD: Detecting Interaction Anomalies in Video

2025

Existing video anomaly detection datasets are inadequate for representing complex anomalies that occur due to the interactions between objects. The absence of complex anomalies in previous video anomaly detection datasets affects research by shifting the …