Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Gomes, Eduardo Dadalto Camara"'
Autor:
Darrin, Maxime, Staerman, Guillaume, Gomes, Eduardo Dadalto Câmara, Cheung, Jackie CK, Piantanida, Pablo, Colombo, Pierre
Out-of-distribution (OOD) detection is a rapidly growing field due to new robustness and security requirements driven by an increased number of AI-based systems. Existing OOD textual detectors often rely on an anomaly score (e.g., Mahalanobis distanc
Externí odkaz:
http://arxiv.org/abs/2302.09852
Reliable out-of-distribution (OOD) detection is fundamental to implementing safer modern machine learning (ML) systems. In this paper, we introduce Igeood, an effective method for detecting OOD samples. Igeood applies to any pre-trained neural networ
Externí odkaz:
http://arxiv.org/abs/2203.07798