2 papers
cs.CV2022
Exploring Kervolutional Neural Networks
Nicolas Perez
A paper published in the CVPR 2019 conference outlines a new technique called 'kervolution' used in a new type of augmented convolutional neural network (CNN) called a 'kervolution…
cs.DC2020
JAMPI: efficient matrix multiplication in Spark using Barrier Execution Mode
Tamas Foldi, Chris von Csefalvay, Nicolas A. Perez
The new barrier mode in Apache Spark allows embedding distributed deep learning training as a Spark stage to simplify the distributed training workflow. In Spark, a task in a stage…