Accuracy
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm
Nonetheless, most of the existing methods could only optimize P AUC approximately, leading to inevitable biases that are not controllable.
A Closer Look at AUROC and AUPRC under Class Imbalance
Prompted by these insights, we reviewed over 1.5 million scientific papers to understand the origin of this invalid
A Closer Look at Weakly-Supervised Audio-Visual Source Localization
Audio-visual source localization is a challenging task that aims to predict the location of visual sound sources in a video.
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC Song Liu
In applications that require computing statistical discrepancy between distributions (e.g.
School of Artificial Intelligence, University of Chinese Academy of Sciences, China
However, they need to involve the model's training procedure and sacrifice the model's
Delving into Out-of-Distribution Detection with Vision-Language Representations Yifei Ming
OOD detection relying on pure visual information can inherit the limitations, e.g., when an OOD
