Operational calibration: debugging confidence errors for DNNs in the field-Reference-Cited by-同舟云学术

Operational calibration: debugging confidence errors for DNNs in the field

Published:2020-11-07 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering
language:
Short-container-title:

Author:

Li Zenan¹,Ma Xiaoxing¹,Xu Chang¹,Xu Jingwei¹,Cao Chun¹,Lü Jian¹

Affiliation:

1. Nanjing University, China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3368089.3409696

Reference70 articles.

1. Glenn W Brier. 1950. Verification of forecasts expressed in terms of probability. Monthly weather review 78 1 ( 1950 ) 1-3. Glenn W Brier. 1950. Verification of forecasts expressed in terms of probability. Monthly weather review 78 1 ( 1950 ) 1-3.

2. John Burkardt. 2014. The truncated normal distribution. 32 pages. http://people.sc.fsu.edu/~jburkardt/presentations/truncatednormal.pdf John Burkardt. 2014. The truncated normal distribution. 32 pages. http://people.sc.fsu.edu/~jburkardt/presentations/truncatednormal.pdf

Cited by 16 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. DeepFeature: Guiding adversarial testing for deep neural network systems using robust features;Journal of Systems and Software;2025-01

2. Distance-Aware Test Input Selection for Deep Neural Networks;Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis;2024-09-11

3. BiGuide: A Bi-level Data Acquisition Guidance for Object Detection on Mobile Devices;2024 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN);2024-05-13

4. On Calibration of Pre-trained Code Models;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12

5. When debugging encounters artificial intelligence: state of the art and open challenges;Science China Information Sciences;2024-02-21