Muhammad Usman

research

∙ 09/12/2023

DSLOT-NN: Digit-Serial Left-to-Right Neural Network Accelerator

We propose a Digit-Serial Left-tO-righT (DSLOT) arithmetic based process...

0 Muhammad Sohail Ibrahim, et al. ∙

research

∙ 07/12/2023

A Comprehensive Overview of Large Language Models

Large Language Models (LLMs) have shown excellent generalization capabil...

0 Humza Naveed, et al. ∙

research

∙ 06/22/2023

Towards quantum enhanced adversarial robustness in machine learning

Machine learning algorithms are powerful tools for data driven tasks suc...

0 Maxwell T. West, et al. ∙

research

∙ 06/13/2023

Automating Microservices Test Failure Analysis using Kubernetes Cluster Logs

Kubernetes is a free, open-source container orchestration system for dep...

0 Pawan Kumar Sarika, et al. ∙

research

∙ 06/09/2023

LDMRes-Net: Enabling Real-Time Disease Monitoring through Efficient Image Segmentation

Retinal eye diseases can lead to irreversible vision loss in both eyes i...

0 Shahzaib Iqbal, et al. ∙

research

∙ 04/06/2023

Low-Latency Online Multiplier with Reduced Activities and Minimized Interconnect for Inner Product Arrays

Multiplication is indispensable and is one of the core operations in man...

0 Muhammad Usman, et al. ∙

research

∙ 04/04/2023

MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan

Accurate lung nodule segmentation is crucial for early-stage lung cancer...

0 Muhammad Usman, et al. ∙

research

∙ 12/22/2022

Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation

Quantum machine learning (QML) has received increasing attention due to ...

0 Shu Lok Tsang, et al. ∙

research

∙ 11/30/2022

Towards automated open source assessment – An empirical study

The open source software (OSS) assessment has become important given the...

0 Sai Pranav Koyyada, et al. ∙

research

∙ 11/23/2022

Benchmarking Adversarially Robust Quantum Machine Learning at Scale

Machine learning (ML) methods such as artificial neural networks are rap...

0 Maxwell T. West, et al. ∙

research

∙ 10/30/2022

MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection

In this study, we propose a lung nodule detection scheme which fully inc...

0 Muhammad Usman, et al. ∙

research

∙ 10/06/2022

Dual-Stage Deeply Supervised Attention-based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans

Accurate segmentation of mandibular canals in lower jaws is important in...

0 Azka Rehman, et al. ∙

research

∙ 08/05/2022

An Overview of Structural Coverage Metrics for Testing Neural Networks

Deep neural network (DNN) models, including those used in safety-critica...

0 Muhammad Usman, et al. ∙

research

∙ 07/01/2022

Automated Quantum Circuit Design with Nested Monte Carlo Tree Search

Quantum algorithms based on variational approaches are one of the most p...

0 Pei-Yong Wang, et al. ∙

research

∙ 06/16/2022

Performance analysis of coreset selection for quantum implementation of K-Means clustering algorithm

Quantum computing is anticipated to offer immense computational capabili...

0 Fanzhe Qu, et al. ∙

research

∙ 06/04/2022

Optimizing Indoor Navigation Policies For Spatial Distancing

In this paper, we focus on the modification of policies that can lead to...

0 Xun Zhang, et al. ∙

research

∙ 05/30/2022

QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing

Recent breakthroughs in quantum hardware are creating opportunities for ...

0 Hoa T. Nguyen, et al. ∙

research

∙ 05/08/2022

VPN: Verification of Poisoning in Neural Networks

Neural networks are successfully used in a variety of applications, many...

0 Youcheng Sun, et al. ∙

research

∙ 04/11/2022

Multiplier with Reduced Activities and Minimized Interconnect for Inner Product Arrays

We present a pipelined multiplier with reduced activities and minimized ...

0 Muhammad Usman, et al. ∙

research

∙ 01/31/2022

AntidoteRT: Run-time Detection and Correction of Poison Attacks on Neural Networks

We study backdoor poisoning attacks against image classification network...

0 Muhammad Usman, et al. ∙

research

∙ 10/25/2021

QuantifyML: How Good is my Machine Learning Model?

The efficacy of machine learning models is typically determined by compu...

0 Muhammad Usman, et al. ∙

research

∙ 10/12/2021

A scalable and fast artificial neural network syndrome decoder for surface codes

Surface code error correction offers a highly promising pathway to achie...

0 Spiro Gicev, et al. ∙

research

∙ 09/21/2021

A Quality Assessment Instrument for Systematic Literature Reviews in Software Engineering

Context: Systematic literature reviews (SLRs) have become standard pract...

0 Muhammad Usman, et al. ∙

research

∙ 06/02/2021

q-RBFNN:A Quantum Calculus-based RBF Neural Network

In this research a novel stochastic gradient descent based learning appr...

0 Syed Saiq Hussain, et al. ∙

research

∙ 03/23/2021

NNrepair: Constraint-based Repair of Neural Network Classifiers

We present NNrepair, a constraint-based technique for repairing neural n...

0 Muhammad Usman, et al. ∙

research

∙ 03/02/2021

Compliance Requirements in Large-Scale Software Development: An Industrial Case Study

Regulatory compliance is a well-studied area, including research on how ...

0 Muhammad Usman, et al. ∙

research

∙ 02/27/2021

NEUROSPF: A tool for the Symbolic Analysis of Neural Networks

This paper presents NEUROSPF, a tool for the symbolic analysis of neural...

0 Muhammad Usman, et al. ∙

research

∙ 01/08/2021

The Diabetic Buddy: A Diet Regulator andTracking System for Diabetics

The prevalence of Diabetes mellitus (DM) in the Middle East is exception...

0 Muhammad Usman, et al. ∙

research

∙ 01/05/2021

Recent Trends in Food Intake Monitoring using Wearable Sensors

Obesity and being over-weight add to the risk of some major life threate...

0 Muhammad Usman, et al. ∙

research

∙ 12/08/2020

Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans

Floorplans are commonly used to represent the layout of buildings. In co...

8 Vahid Azizi, et al. ∙

research

∙ 12/01/2020

Lightweight Encryption for the Low Powered IoT Devices

The internet of things refers to the network of devices connected to the...

0 Muhammad Usman, et al. ∙

research

∙ 10/19/2020

KaFHCa: Key-establishment via Frequency Hopping Collisions

The massive deployment of IoT devices being utilized by home automation,...

0 Muhammad Usman, et al. ∙

research

∙ 09/28/2020

Quantum Computing: A Taxonomy, Systematic Review and Future Directions

Quantum computing is an emerging paradigm with the potential to offer si...

0 Sukhpal Singh Gill, et al. ∙

research

∙ 09/24/2020

3D Object Localization Using 2D Estimates for Computer Vision Applications

A technique for object localization based on pose estimation and camera ...

6 Taha Hasan Masood Siddique, et al. ∙

research

∙ 09/11/2020

AFP-SRC: Identification of Antifreeze Proteins Using Sparse Representation Classifier

Species living in the extreme cold environment fight against the harsh c...

0 Shujaat Khan, et al. ∙

research

∙ 02/10/2020

Security Privacy in IoT Using Machine Learning Blockchain: Threats Countermeasures

Security and privacy have become significant concerns due to the involve...

0 Nazar Waheed, et al. ∙

research

∙ 12/31/2019

Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning

Accurate quantification of pulmonary nodules can greatly assist the earl...

25 Muhammad Usman, et al. ∙

research

∙ 12/25/2019

A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning)

Relational properties, e.g., the connectivity structure of nodes in a di...

0 Muhammad Usman, et al. ∙

research

∙ 11/25/2019

Low Cost 3D Printing for Rapid Prototyping and its Application

In the recent years of industrial revolution, 3D printing has shown to g...

0 Taha Hasan Masood Siddique, et al. ∙

research

∙ 11/21/2019

Heart Segmentation From MRI Scans Using Convolutional Neural Network

Heart is one of the vital organs of human body. A minor dysfunction of h...

0 Shakeel Muhammad Ibrahim, et al. ∙

research

∙ 08/17/2019

Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

Due to the dynamic nature, chaotic time series are difficult predict. In...

0 Alishba Sadiq, et al. ∙

research

∙ 08/07/2019

Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation

A novel adaptive filtering method called q-Volterra least mean square (q...

0 Muhammad Usman, et al. ∙

research

∙ 02/20/2019

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding

Multishot Magnetic Resonance Imaging (MRI) is a promising imaging modali...

7 Muhammad Usman, et al. ∙

research

∙ 02/12/2019

Analysis of Coauthorship Network in Political Science using Centrality Measures

In recent era, networks of data are growing massively and forming a shap...

0 Adeel Ahmed, et al. ∙

research

∙ 12/15/2018

Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages

Cross-lingual speech emotion recognition is an important task for practi...

1 Siddique Latif, et al. ∙

research

∙ 12/04/2018

q-LMF: Quantum Calculus-based Least Mean Fourth Algorithm

Channel estimation is an essential part of modern communication systems ...

0 Alishba Sadiq, et al. ∙

research

∙ 11/24/2018

Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks

Multishot Magnetic Resonance Imaging (MRI) has recently gained popularit...

1 Siddique Latif, et al. ∙

research

∙ 01/25/2018

Using Deep Autoencoders for Facial Expression Recognition

Feature descriptors involved in image processing are generally manually ...

0 Muhammad Usman, et al. ∙

research

∙ 01/25/2018

Abnormal Heartbeat Detection Using Recurrent Neural Networks

The observation and management of cardiac features (using automated card...

0 Siddique Latif, et al. ∙

research

∙ 01/23/2018

Interactive Diversity Optimization of Environments

The design of a building requires an architect to balance a wide range o...

0 Glen Berseth, et al. ∙

Muhammad Usman

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