18 citations · 26 across the 7 of their papers we have counts for
7 papers
Machine Learning, Deep Learning and Data Preprocessing Techniques for Detection, Prediction, and Monitoring of Stress and Stress-related Mental Disorders: A Scoping Review
Moein Razavi, Samira Ziyadidegan, Reza Jahromi +5
Background: Mental stress and its consequent mental disorders (MDs) are significant public health issues. With the advent of machine learning (ML), there's potential to harness com…
ADA-GP: Accelerating DNN Training By Adaptive Gradient Prediction
Vahid Janfaza, Shantanu Mandal, Farabi Mahmud +1
Neural network training is inherently sequential where the layers finish the forward propagation in succession, followed by the calculation and back-propagation of gradients (based…
Large Language Models Based Automatic Synthesis of Software Specifications
Shantanu Mandal, Adhrik Chethan, Vahid Janfaza +5
Software configurations play a crucial role in determining the behavior of software systems. In order to ensure safe and error-free operation, it is necessary to identify the corre…
MERCURY: Accelerating DNN Training By Exploiting Input Similarity
Vahid Janfaza, Kevin Weston, Moein Razavi +4
Deep Neural Networks (DNN) are computationally intensive to train. It consists of a large number of multidimensional dot products between many weights and input vectors. However, t…
OpenSync: An opensource platform for synchronizing multiple measures in neuroscience experiments
Moein Razavi, Vahid Janfaza, Takashi Yamauchi +3
Background: The human mind is multimodal. Yet most behavioral studies rely on century-old measures such as task accuracy and latency. To create a better understanding of human beha…
Smart Navigation for In-pipe Robots with Multi-phase Motion Control and Particle Filter
Saber Kazeminasab, Vahid Janfaza, Moein Razavi +1
In-pipe robots are promising solutions for condition assessment, leak detection, water quality monitoring in a variety of other tasks in pipeline networks. Smart navigation is an e…
An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic
Moein Razavi, Hamed Alikhani, Vahid Janfaza +2
The COVID-19 pandemic has caused many shutdowns in different industries around the world. Sectors such as infrastructure construction and maintenance projects have not been suspend…