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Amid growing concerns about the future of the U.S. economy and workforce, educators and policymakers alike have increasingly emphasized the need to expand the number of students interested in, qualified for and actually pursuing careers in science ...
Melanie LaForce +2 more
doaj +1 more source
A Novel Outlier-Robust Kalman Filtering Framework Based on Statistical Similarity Measure
In this article, a statistical similarity measure is introduced to quantify the similarity between two random vectors. The measure is, then, employed to develop a novel outlier-robust Kalman filtering framework. The approximation errors and the stability
Yulong Huang +4 more
semanticscholar +1 more source
BERT Busters: Outlier Dimensions that Disrupt Transformers [PDF]
Multiple studies have shown that Transformers are remarkably robust to pruning. Contrary to this received wisdom, we demonstrate that pre-trained Transformer encoders are surprisingly fragile to the removal of a very small number of features in the layer
Olga Kovaleva +3 more
semanticscholar +1 more source
SummaryReports of photographic memory are widespread but the search for truly extraordinary memory abilities has uncovered only a handful of examples. But the fact that such individuals exist has fascinated and begs the question, what is the source of such abilities? Cyrus Martin reports.
openaire +2 more sources
Graduated Non-Convexity for Robust Spatial Perception: From Non-Minimal Solvers to Global Outlier Rejection [PDF]
Semidefinite Programming (SDP) and Sums-of-Squ- ares (SOS) relaxations have led to certifiably optimal non-minimal solvers for several robotics and computer vision problems.
Heng Yang +3 more
semanticscholar +1 more source
Cumulative Sum Chart Modeled under the Presence of Outliers
Cumulative sum control charts that are based on the estimated control limits are extensively used in practice. Such control limits are often characterized by a Phase I estimation error.
Nasir Abbas +3 more
doaj +1 more source
A Survey of Outlier Detection Techniques in IoT: Review and Classification
The Internet of Things (IoT) is a fact today where a high number of nodes are used for various applications. From small home networks to large-scale networks, the aim is the same: transmitting data from the sensors to the base station.
Mustafa Al Samara +3 more
semanticscholar +1 more source
A GMS-Guided Approach for 2D Feature Correspondence Selection
Feature correspondence selection, which aims to seek as many true matches (i.e., inliers) as possible from a given putative set while minimizing false matches (i.e., outliers), is crucial to many feature-matching based tasks in computer vision.
Qunfang Tang +5 more
doaj +1 more source
Identification and classification of Serbia's historic floods [PDF]
River flooding in Serbia is a natural phenomenon which largely exceeds the scope of water management and hydraulic engineering, and has considerable impact on the development of Serbian society.
Prohaska Stevan +3 more
doaj +1 more source
Progression of clock DBD changes over time [PDF]
Day-boundary discontinuity (DBD) is an effect present in precise GNSS satellite orbit and clock products originating from the method used for orbit and clock determination.
Kamil Maciuk, Inese Varna, Jacek Kudrys
doaj +1 more source

