1 code implementation • 11 Aug 2023 • Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon
Continual learning (CL) trains NN models incrementally from a continuous stream of tasks.
1 code implementation • 14 Oct 2021 • Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon
In particular, in mobile and IoT devices, real-time data can be stored not just in high-speed RAMs but in internal storage devices as well, which offer significantly larger capacity than the RAMs.
no code implementations • 17 Jan 2019 • Jay H. Park, Sunghwan Kim, Jinwon Lee, Myeongjae Jeon, Sam H. Noh
Through analysis of the characteristics of CNN, we find that placement of layers can be done in an effective manner.
Distributed, Parallel, and Cluster Computing
1 code implementation • 17 Jan 2019 • Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
With widespread advances in machine learning, a number of large enterprises are beginning to incorporate machine learning models across a number of products.
Distributed, Parallel, and Cluster Computing
no code implementations • 4 Jan 2019 • Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin
It dynamically optimizes for both the high bandwidth and limited capacity of HBM, and the limited bandwidth and high capacity of standard DRAM.
Databases