most citedSource-free Domain Adaptation Requires Penalized Diversity

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cs.LG2023

Transparent Anomaly Detection via Concept-based Explanations

Laya Rafiee Sevyeri, Ivaxi Sheth, Farhood Farahnak +2

Advancements in deep learning techniques have given a boost to the performance of anomaly detection. However, real-world and safety-critical applications demand a level of transpar…

cs.LG2023★ 1 cited

Source-free Domain Adaptation Requires Penalized Diversity

Laya Rafiee Sevyeri, Ivaxi Sheth, Farhood Farahnak +4

While neural networks are capable of achieving human-like performance in many tasks such as image classification, the impressive performance of each model is limited to its own dat…