Preprint

CARMA: Collocation-Aware Resource Manager with GPU Memory Estimator

Server-scale collocation-aware GPU resource manager with an ML-based GPU memory estimator for robust and efficient deep learning training.

Ehsan Yousefzadeh-Asl-Miandoab
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A Novel Shape-Based Loss Function for Machine Learning-Based Seminal Organ Segmentation in Medical Imaging

A novel shape-aware loss function for anatomical segmentation that leverages PCA to enforce realistic segment morphology.

Reza Karimzadeh
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