1 code implementation • 19 Feb 2024 • Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H Le, P. N. Suganthan, Xudong Jiang, Ramasamy Savitha
Real-world environments are inherently non-stationary, frequently introducing new classes over time.
no code implementations • 27 Feb 2022 • Guo Yang, Cheryl Sze Yin Wong, Ramasamy Savitha
Thus, as the data for new task streams in, sufficient neurons are added to the network such that the total number of neurons in each layer of the network, including the shared representations with previous tasks and individual task related representation, are equal for all tasks.
3 code implementations • 20 Nov 2018 • Felipe Oviedo, Zekun Ren, Shijing Sun, Charlie Settens, Zhe Liu, Noor Titan Putri Hartono, Ramasamy Savitha, Brian L. DeCost, Siyu I. P. Tian, Giuseppe Romano, Aaron Gilad Kusne, Tonio Buonassisi
X-ray diffraction (XRD) data acquisition and analysis is among the most time-consuming steps in the development cycle of novel thin-film materials.
no code implementations • 15 Nov 2018 • Minggang Zeng, Jatin Nitin Kumar, Zeng Zeng, Ramasamy Savitha, Vijay Ramaseshan Chandrasekhar, Kedar Hippalgaonkar
A fast and accurate predictive tool for polymer properties is demanding and will pave the way to iterative inverse design.