1 citations · 2 across the 3 of their papers we have counts for
3 papers
FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder
Yang Chen, Dustin J. Kempton, Rafal A. Angryk
The success of deep learning-based generative models in producing realistic images, videos, and audios has led to a crucial consideration: how to effectively assess the quality of…
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures
Azim Ahmadzadeh, Dustin J. Kempton, Yang Chen +1
General-purpose object-detection algorithms often dismiss the fine structure of detected objects. This can be traced back to how their proposed regions are evaluated. Our goal is t…
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting
Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh +1
One of the limiting factors in training data-driven, rare-event prediction algorithms is the scarcity of the events of interest resulting in an extreme imbalance in the data. There…