Preprint

Extremal Contours: Gradient-driven contours for compact visual attribution featured image

Extremal Contours: Gradient-driven contours for compact visual attribution

Training-free method that uses gradient-driven smooth contours for compact visual attribution.

Reza Karimzadeh

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

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