no code implementations • 12 Mar 2024 • Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
These techniques are highly relevant when assessing the performance of a particular design carries a high cost, as the overall cost can be mitigated via the construction of a model to be queried in lieu of the available high-cost source.
1 code implementation • 29 Jul 2023 • Sevvandi Kandanaarachchi, Kate Smith-Miles
Item Response Theory (IRT) has been proposed within the field of Educational Psychometrics to assess student ability as well as test question difficulty and discrimination power.
no code implementations • 8 Jun 2023 • Ziye Chen, Kate Smith-Miles, Bo Du, Guoqi Qian, Mingming Gong
Our method obtains 2D and 3D lane predictions by applying the lane features to the image-view and BEV features, respectively.
1 code implementation • ICCV 2023 • Ziye Chen, Yu Liu, Mingming Gong, Bo Du, Guoqi Qian, Kate Smith-Miles
While such methods reduce the reliance on specific knowledge, the kernels computed from the key locations fail to capture the lane line's global structure due to its long and thin structure, leading to inaccurate detection of lane lines with complex topologies.
Ranked #1 on Lane Detection on CurveLanes
1 code implementation • 29 Sep 2021 • Pedro Yuri Arbs Paiva, Kate Smith-Miles, Maria Gabriela Valeriano, Ana Carolina Lorena
We show in a COVID prognosis dataset how this analysis supported the identification of pockets of hard observations that challenge ML models and are therefore worth closer inspection, and the delineation of regions of strengths and weaknesses of ML models.
1 code implementation • 12 Aug 2019 • Priyanga Dilini Talagala, Rob J. Hyndman, Kate Smith-Miles
The HDoutliers algorithm is a powerful unsupervised algorithm for detecting anomalies in high-dimensional data, with a strong theoretical foundation.