55 citations · 116 across the 10 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.LG2017★ 8 cited
nuts-flow/ml: data pre-processing for deep learning
S. Maetschke, R. Tennakoon, C. Vecchiola +1
Data preprocessing is a fundamental part of any machine learning application and frequently the most time-consuming aspect when developing a machine learning solution. Preprocessin…
cs.CV2017★ 55 cited
Generative OpenMax for Multi-Class Open Set Classification
ZongYuan Ge, Sergey Demyanov, Zetao Chen +1
We present a conceptually new and flexible method for multi-class open set classification. Unlike previous methods where unknown classes are inferred with respect to the feature or…