IRLCov19: A Large COVID-19 Multilingual Twitter Dataset of Indian Regional Languages

1 code implementation • 26 Jul 2021 • Deepak Uniyal, Amit Agarwal

In this study, we aim to study the dataset related to COVID-19 collected in the period between February 2020 to July 2020 specifically for regional languages in India.

CogSense: A Cognitively Inspired Framework for Perception Adaptation

no code implementations • 22 Jul 2021 • Hyukseong Kwon, Amir Rahimi, Kevin G. Lee, Amit Agarwal, Rajan Bhattacharyya

This paper proposes the CogSense system, which is inspired by sense-making cognition and perception in the mammalian brain to perform perception error detection and perception parameter adaptation using probabilistic signal temporal logic.

valid

NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques

no code implementations • 1 Oct 2019 • Wenlei Bao, Li-Wen Chang, Yang Chen, Ke Deng, Amit Agarwal, Emad Barsoum, Abe Taha

Various approaches have been developed by leveraging techniques such as vectorization and memory layout to improve the performance of integer GEMM.

Quantization

CNTK: Microsoft's Open-Source Deep-Learning Toolkit

1 code implementation • ACM SIGKDD 2016 • Frank Seide, Amit Agarwal

This tutorial will introduce the Computational Network Toolkit, or CNTK, Microsoft's cutting-edge open-source deep-learning toolkit for Windows and Linux.

Clustering Dimensionality Reduction +2