Supervision-by-registration: An unsupervised approach to improve the precision of facial landmark detectors

X Dong, SI Yu, X Weng, SE Wei… - Proceedings of the …, 2018 - openaccess.thecvf.com
In this paper, we present supervision-by-registration, an unsupervised approach to improve
the precision of facial landmark detectors on both images and video. Our key observation is …

Neural network based silent error detector

C Wang, N Dryden, F Cappello… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
As we move toward exascale platforms, silent data corruptions (SDC) are likely to occur
more frequently. Such errors can lead to incorrect results. Attempts have been made to use …

Comparative analysis of soft-error detection strategies: A case study with iterative methods

G Kestor, BO Mutlu, J Manzano, O Subasi… - Proceedings of the 15th …, 2018 - dl.acm.org
Undetected soft errors caused by transient bit flips can lead to silent data corruption (SDC),
an undesirable outcome where invalid results pass for valid ones. This has motivated the …

Methods for improving the reliability of intelligent semiconductor

S Park, S Jeon, B Kim, J Lee - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Intelligent semiconductors adopted in safety-critical systems such as autonomous vehicles
and medical devices require high reliability. It is necessary to analyze soft-errors that may …

FPDetect Efficient Reasoning About Stencil Programs Using Selective Direct Evaluation

A Das, S Krishnamoorthy, I Briggs… - ACM Transactions on …, 2020 - dl.acm.org
We present FPDetect, a low-overhead approach for detecting logical errors and soft errors
affecting stencil computations without generating false positives. We develop an offline …

Effective Numerical Analysis for High Performance Computing Software Safety

A Das - 2020 - search.proquest.com
High performance computing (HPC) applications are at the forefront of today's technical
innovations addressing grand scientific challenges across a wide spectrum of applications …

[PDF][PDF] Whole program Adaptive Error Detection and Mitigation

G Gopalakrishnan - 2020 - osti.gov
Our project investigated methods to detect soft errors in computing systems. Such detection
schemes must have low overheads and also generate no false positives. Our solutions …

Comparative analysis of soft-error detection strategies: a case study with iterative methods

G Kestor Gioiosa, B Ozcelik Mutlu, J Manzano… - 2018 - osti.gov
Undetected soft errors caused by transient bit flips can lead to silent data corruption (SDC),
an undesirable outcome where invalid results pass for valid ones. This has motivated the …