Learning on Graphs with Out-of-Distribution NodesKnowledge Discovery and Data Mining (KDD), 2022 |
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label
Non-conformity in Web Images Via a New Generalized KL DivergenceInternational Journal of Computer Vision (IJCV), 2023 |
YolOOD: Utilizing Object Detection Concepts for Multi-Label
Out-of-Distribution DetectionComputer Vision and Pattern Recognition (CVPR), 2022 |
Parametric Information Maximization for Generalized Category DiscoveryIEEE International Conference on Computer Vision (ICCV), 2022 |
Latent Discriminant deterministic UncertaintyEuropean Conference on Computer Vision (ECCV), 2022 |
SLOVA: Uncertainty Estimation Using Single Label One-Vs-All ClassifierApplied Soft Computing (ASC), 2022 |
iDECODe: In-distribution Equivariance for Conformal Out-of-distribution
DetectionAAAI Conference on Artificial Intelligence (AAAI), 2022 |