no code implementations • EMNLP (sustainlp) 2021 • Ameeta Agrawal, Suresh Singh, Lauren Schneider, Michael Samuels
Language models pretrained on vast corpora of unstructured text using self-supervised learning framework are used in numerous natural language understanding and generation tasks.
no code implementations • 14 Oct 2022 • Suresh Singh, Thanh Le, Ha Tran
This paper examines the performance of a 2x2 Line of Sight (LoS) Multiple Input Multiple Output (MIMO) channel at three terahertz frequencies-340 GHz, 410 Ghz, and 460 GHz.
no code implementations • 13 Oct 2022 • Ha Tran, Thanh Le, Suresh Singh
Our measurements show that at specific distances, the effect of standing waves is significant.
no code implementations • 13 Oct 2022 • Thanh Le, Ha Tran, Suresh Singh
As a result, it is of interest to study the propagation characteristics of terahertz waves and to develop channel models.
no code implementations • 28 Oct 2021 • Suresh Singh, Minwei Luo, Yu Li
However, we show that jointly using multiple one-class anomaly detectors to solve this problem yields poorer results as compared to training a single one-class anomaly detector on all normal object categories together.