3 papers
Interval Probabilistic Fuzzy WordNet
Yousef Alizadeh-Q, Behrouz Minaei-Bidgoli, Sayyed-Ali Hossayni +4
WordNet lexical-database groups English words into sets of synonyms called "synsets." Synsets are utilized for several applications in the field of text-mining. However, they were…
Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection?
Aristotelis-Angelos Papadopoulos, Nazim Shaikh, Mohammad Reza Rajati
Deep neural networks are known to achieve superior results in classification tasks. However, it has been recently shown that they are incapable to detect examples that are generate…
Outlier Exposure with Confidence Control for Out-of-Distribution Detection
Aristotelis-Angelos Papadopoulos, Mohammad Reza Rajati, Nazim Shaikh +1
Deep neural networks have achieved great success in classification tasks during the last years. However, one major problem to the path towards artificial intelligence is the inabil…