IEEE

Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification

Abstract: Few-shot learning (FSL) is promising in the field of medical image analysis due to high cost of establishing high-quality medical datasets. Many FSL approaches have been proposed in natural ...
GitHub

Computational Methods and Modeling for Engineering Applications

Computational Methods and Modeling for Engineering Applications (GENG 8030) is a foundational graduate course in the Master of Engineering (MEng) program at the University of Windsor. This course ...
IEEE

Few-Shot Class-Incremental Audio Classification Using Pseudo-Incrementally Trained Embedding Learner and Continually Updated Stochastic Classifier

Abstract: Few-shot Class-incremental Audio Classification (FCAC) aims to progressively recognize incremental classes with few tagged samples and meanwhile memorize base classes. To achieve ...
Inside Higher Ed

Adult Learners Are the New Norm

As institutions nationwide navigate the enrollment cliff, new research from the University of Kansas and Florida International University suggests that older, working and commuting students may ...