Abstract: Real-world datasets often suffer from both noisy labels and imbalanced class distribution, presenting significant challenges for the effective deployment of deep neural networks (DNNs).

Abstract: Deep neural networks (DNNs) have proven highly effective in various computational tasks, but their success depends largely on access to large datasets with accurate labels. Obtaining such ...

Immigrants’ rights advocates are sounding the alarm about noise machines placed high above the parking lot on light poles at a Home Depot in Cypress Park. The machines put out a constant high-pitched ...

Day laborers are calling for Home Depot to remove noise machines from a parking lot at a Cypress Park location that the store says is part of an effort to prevent overnight parking at the business ...

Few opposing coaches know Texas A&M's Kyle Field as well as Nick Saban. The legendary former Crimson Tide boss did battle with the Aggies six times in College Station with an impressive 5-1 record in ...