Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Neupane, Subash"'
Autor:
Fernandez, Ivan A., Neupane, Subash, Chakraborty, Trisha, Mitra, Shaswata, Mittal, Sudip, Pillai, Nisha, Chen, Jingdao, Rahimi, Shahram
Industry 4.0 has witnessed the rise of complex robots fueled by the integration of Artificial Intelligence/Machine Learning (AI/ML) and Digital Twin (DT) technologies. While these technologies offer numerous benefits, they also introduce potential pr
Externí odkaz:
http://arxiv.org/abs/2406.18812
Autor:
Neupane, Subash, Hossain, Elias, Keith, Jason, Tripathi, Himanshu, Ghiasi, Farbod, Golilarz, Noorbakhsh Amiri, Amirlatifi, Amin, Mittal, Sudip, Rahimi, Shahram
This paper presents BARKPLUG V.2, a Large Language Model (LLM)-based chatbot system built using Retrieval Augmented Generation (RAG) pipelines to enhance the user experience and access to information within academic settings.The objective of BARKPLUG
Externí odkaz:
http://arxiv.org/abs/2405.08120
Autor:
Neupane, Subash, Mitra, Shaswata, Mittal, Sudip, Golilarz, Noorbakhsh Amiri, Rahimi, Shahram, Amirlatifi, Amin
Large Language Models (LLMs) have shown impressive capabilities in generating human-like responses. However, their lack of domain-specific knowledge limits their applicability in healthcare settings, where contextual and comprehensive responses are v
Externí odkaz:
http://arxiv.org/abs/2403.08607
Autor:
Khatib, Hassan S. Al, Neupane, Subash, Manchukonda, Harish Kumar, Golilarz, Noorbakhsh Amiri, Mittal, Sudip, Amirlatifi, Amin, Rahimi, Shahram
Patient-Centric Knowledge Graphs (PCKGs) represent an important shift in healthcare that focuses on individualized patient care by mapping the patient's health information in a holistic and multi-dimensional way. PCKGs integrate various types of heal
Externí odkaz:
http://arxiv.org/abs/2402.12608
In an increasingly interconnected world, where information is the lifeblood of modern society, regular cyber-attacks sabotage the confidentiality, integrity, and availability of digital systems and information. Additionally, cyber-attacks differ depe
Externí odkaz:
http://arxiv.org/abs/2401.05680
Autor:
Neupane, Subash, Mitra, Shaswata, Fernandez, Ivan A., Saha, Swayamjit, Mittal, Sudip, Chen, Jingdao, Pillai, Nisha, Rahimi, Shahram
Robotics and Artificial Intelligence (AI) have been inextricably intertwined since their inception. Today, AI-Robotics systems have become an integral part of our daily lives, from robotic vacuum cleaners to semi-autonomous cars. These systems are bu
Externí odkaz:
http://arxiv.org/abs/2310.08565
Generative Artificial Intelligence (GenAI) has emerged as a powerful technology capable of autonomously producing highly realistic content in various domains, such as text, images, audio, and videos. With its potential for positive applications in cr
Externí odkaz:
http://arxiv.org/abs/2306.13033
Autor:
Neupane, Subash, Fernandez, Ivan A., Patterson, Wilson, Mittal, Sudip, Parmar, Milan, Rahimi, Shahram
Vehicles are complex Cyber Physical Systems (CPS) that operate in a variety of environments, and the likelihood of failure of one or more subsystems, such as the engine, transmission, brakes, and fuel, can result in unscheduled downtime and incur hig
Externí odkaz:
http://arxiv.org/abs/2302.00152
Autor:
Patterson, Wilson, Fernandez, Ivan, Neupane, Subash, Parmar, Milan, Mittal, Sudip, Rahimi, Shahram
Publikováno v:
38th ACM Annual Computer Security Applications Conference 2023 (ACM ACSAC '23)
Recent research has shown that Machine Learning/Deep Learning (ML/DL) models are particularly vulnerable to adversarial perturbations, which are small changes made to the input data in order to fool a machine learning classifier. The Digital Twin, wh
Externí odkaz:
http://arxiv.org/abs/2210.14018
Publikováno v:
IEEE International Conference on Collaboration and Internet Computing 2022 (IEEE CIC 2022)
A modern vehicle fitted with sensors, actuators, and Electronic Control Units (ECUs) can be divided into several operational subsystems called Functional Working Groups (FWGs). Examples of these FWGs include the engine system, transmission, fuel syst
Externí odkaz:
http://arxiv.org/abs/2209.06828