Distribution Awareness for AI System Testing

6 May 2021

Papers citing "Distribution Awareness for AI System Testing"

6 / 6 papers shown

Title
Computer Vision Intelligence Test Modeling and Generation: A Case Study on Smart OCR Jing Shu Bing-Jiun Miu Eugene Chang Jerry Gao Jun Liu 16 1 0 14 Sep 2024
What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety Critical Systems Saddek Bensalem Chih-Hong Cheng Wei Huang Xiaowei Huang Changshun Wu Xingyu Zhao AAML 21 6 0 20 Jul 2023
Distribution-aware Fairness Test Generation Sai Sathiesh Rajan E. Soremekun Yves Le Traon Sudipta Chattopadhyay 27 0 0 08 May 2023
Hierarchical Distribution-Aware Testing of Deep Learning Wei Huang Xingyu Zhao Alec Banks V. Cox Xiaowei Huang OOD AAML 31 10 0 17 May 2022
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance Yizhen Dong Wei Huang Vibhav Bharti V. Cox Alec Banks Sen Wang Xingyu Zhao S. Schewe Xiaowei Huang 20 15 0 30 Nov 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016