1 citations · 3 across the 4 of their papers we have counts for
4 papers
Evaluation Cards for XAI Metrics
Rokas Gipiškis, Olga Kurasova
The evaluation of explainable AI (XAI) methods is affected by a lack of standardization. Metrics are inconsistently defined, incompletely reported, and rarely validated against com…
Mapping Industry Practices to the EU AI Act's GPAI Code of Practice Safety and Security Measures
Lily Stelling, Mick Yang, Rokas Gipiškis +5
This report provides a detailed comparison between the Safety and Security measures proposed in the EU AI Act's General-Purpose AI (GPAI) Code of Practice (Third Draft) and the cur…
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems
Rokas Gipiškis, Ayrton San Joaquin, Ze Shen Chin +3
There is an urgent need to identify both short and long-term risks from newly emerging types of Artificial Intelligence (AI), as well as available risk management measures. In resp…
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey
Rokas Gipiškis, Chun-Wei Tsai, Olga Kurasova
Artificial Intelligence (XAI) has found numerous applications in computer vision. While image classification-based explainability techniques have garnered significant attention, th…