Jason Ramapuram joined the DMML team in 2015. He completed his Masters in Electrical Engineering (with a focus on Signal Processing) in 2011 from the University of California, Riverside. Until joining the DMML team Jason worked as a Software Engineer at Qualcomm Inc and later as a Machine Learning Engineer at Viasat Inc. Jason has also done academic internships at Apple AI Research and Rockwell Collins Advanced Technology Center.
Jason is actively working on Lifelong Learning for Generative Models as well as Variational approaches to allow CNN’s to work over ultra-high dimensional image data (eg: 4k / 8k images).
CoRR, abs/1804.07169 , 2018.
CoRR, abs/1807.00126 , 2018.
Continual Classification Learning Using Generative Models Journal Article
CoRR, abs/1810.10612 , 2018.
Lifelong Generative Modeling Journal Article
CoRR, abs/1705.09847 , 2017.