Anastasiia V. Vlasov... |  Aleksandr Yu. Shkana...... -  《Sixteenth International Conference on Machine Vision (ICMV 2023): 15-18 November 2023.Yerevan, Armenia》 -  International Conference on Machine Vision - 2024, - 130720N.1～130720N.8 - 共8页

摘要：Selecting representative data is a key factor |  in improving the performance of machine learning |  algorithms. In this paper we focus on out-of-distribution |  (OoD) methods evaluation, which can be integrated |  into ML project lifecycle in a non-intrusive way

关键词： Out-of-distribution |  data evaluation |  relative mahalanobis distance |  knn distance |  entropy |  confident learning