16 citations · 48 across the 11 of their papers we have counts for
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cs.CL2018★ 16 cited
PyText: A Seamless Path from NLP research to production
Ahmed Aly, Kushal Lakhotia, Shicong Zhao +7
We introduce PyText - a deep learning based NLP modeling framework built on PyTorch. PyText addresses the often-conflicting requirements of enabling rapid experimentation and of se…
cs.CV2018
Efficient Single-Shot Multibox Detector for Construction Site Monitoring
Viral Thakar, Himani Saini, Walid Ahmed +3
Asset monitoring in construction sites is an intricate, manually intensive task, that can highly benefit from automated solutions engineered using deep neural networks. We use Sing…
cs.RO2018★ 1 cited
Experiential Robot Learning with Accelerated Neuroevolution
Ahmed Aly, Joanne B. Dugan
Derivative-based optimization techniques such as Stochastic Gradient Descent has been wildly successful in training deep neural networks. However, it has constraints such as end-to…