Zobrazeno 1 - 10
of 41
pro vyhledávání: '"Khastgir, Siddartha"'
Autor:
Zhang, Yi, Chen, Zhen, Cheng, Chih-Hong, Ruan, Wenjie, Huang, Xiaowei, Zhao, Dezong, Flynn, David, Khastgir, Siddartha, Zhao, Xingyu
Text-to-Image (T2I) Diffusion Models (DMs) have garnered widespread attention for their impressive advancements in image generation. However, their growing popularity has raised ethical and social concerns related to key non-functional properties of
Externí odkaz:
http://arxiv.org/abs/2409.18214
Autor:
Zhang, Yi, Tang, Yun, Ruan, Wenjie, Huang, Xiaowei, Khastgir, Siddartha, Jennings, Paul, Zhao, Xingyu
Text-to-Image (T2I) Diffusion Models (DMs) have shown impressive abilities in generating high-quality images based on simple text descriptions. However, as is common with many Deep Learning (DL) models, DMs are subject to a lack of robustness. While
Externí odkaz:
http://arxiv.org/abs/2402.15429
Autor:
Tang, Yun, da Costa, Antonio A. Bruto, Zhang, Jason, Patrick, Irvine, Khastgir, Siddartha, Jennings, Paul
Engineering knowledge-based (or expert) systems require extensive manual effort and domain knowledge. As Large Language Models (LLMs) are trained using an enormous amount of cross-domain knowledge, it becomes possible to automate such engineering pro
Externí odkaz:
http://arxiv.org/abs/2307.11769
Can safety analysis make use of Large Language Models (LLMs)? A case study explores Systems Theoretic Process Analysis (STPA) applied to Automatic Emergency Brake (AEB) and Electricity Demand Side Management (DSM) systems using ChatGPT. We investigat
Externí odkaz:
http://arxiv.org/abs/2304.01246
Systems Theoretic Process Analysis (STPA) is a systematic approach for hazard analysis that has been used across many industrial sectors including transportation, energy, and defense. The unstoppable trend of using Machine Learning (ML) in safety-cri
Externí odkaz:
http://arxiv.org/abs/2302.10588
Publikováno v:
In International Journal of Transportation Science and Technology December 2023 12(4):955-972
Autor:
Khastgir, Siddartha, Vreeswijk, Jaap, Shladover, Steven, Kulmala, Risto, Alkim, Tom, Wijbenga, Anton, Maerivoet, Sven, Kotilainen, Ilkka, Kawashima, Hironao, Jennings, Paul
Publikováno v:
In Transportation Research Procedia 2023 72:3118-3125
Publikováno v:
In Reliability Engineering and System Safety November 2021 215
Publikováno v:
In Safety Science June 2021 138
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