Generalized out-of-distribution detection and beyond in vision language model era: A survey
Detecting out-of-distribution (OOD) samples is crucial for ensuring the safety of machine
learning systems and has shaped the field of OOD detection. Meanwhile, several other …
learning systems and has shaped the field of OOD detection. Meanwhile, several other …
Large language models for anomaly and out-of-distribution detection: A survey
R Xu, K Ding - arXiv preprint arXiv:2409.01980, 2024 - arxiv.org
Detecting anomalies or out-of-distribution (OOD) samples is critical for maintaining the
reliability and trustworthiness of machine learning systems. Recently, Large Language …
reliability and trustworthiness of machine learning systems. Recently, Large Language …