Oleg Sokolsky

Latest

• Predicting Out-of-Distribution Performance of Deep Neural Networks Using Model Conformance
• iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection
• CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems
• Detecting OODs as datapoints with high uncertainty