Author Amine Nefzi distills proven frameworks that enable organizations and professionals perform better today than ...

Abstract: This paper presents an effective and general data augmentation framework for medical image segmentation. We adopt a computationally efficient and data-efficient gradient-based meta-learning ...

Agentic collaboration introduces autonomous AI agents that can securely analyze and exchange data, identify audiences, and ...

Abstract: Adaptive training methods for Physics-informed neural network (PINN) require dedicated constructions of the distribution of weights assigned at each training sample. To efficiently seek such ...