Browsing College of Engineering by Type "Conference paper"
Now showing items 1-15 of 15
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AI Generated Content in the Metaverse: Risks and Mitigation Strategies
( IEEE , 2023 , Conference paper)The Metaverse has introduced a vast virtual environment where Artificial Intelligence Generated Content (AIGC) plays a crucial role in content creation. However, the increasing popularity of AIGC has raised concerns regarding ... -
Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses?
( IEEE , 2023 , Conference paper)Recent advancements in technology, particularly in machine learning (ML), deep learning (DL), and the metaverse, offer great potential for revolutionizing surgical science. The combination of artificial intelligence and ... -
ChatGPT and Large Language Models in Healthcare: Opportunities and Risks
( IEEE , 2023 , Conference paper)ChatGPT, a pre-Trained large language model (LLM), has the potential to transform healthcare by providing valid clinical insights and reducing doctors' workload. There are already signs that such tools can be useful for ... -
Deep Reinforcement Learning for Autonomous Navigation on Duckietown Platform: Evaluation of Adversarial Robustness
( IEEE , 2023 , Conference paper)Self-driving cars have gained widespread attention in recent years due to their potential to revolutionize the transportation industry. However, their success critically depends on the ability of reinforcement learning ... -
Defending Emotional Privacy with Adversarial Machine Learning for Social Good
( IEEE , 2023 , Conference paper)Protecting the privacy of personal information, including emotions, is essential, and organizations must comply with relevant regulations to ensure privacy. Unfortunately, some organizations do not respect these regulations, ... -
Energy-aware Theft Detection based on IoT Energy Consumption Data
( IEEE , 2023 , Conference paper)With the advent of modern smart grid networks, advanced metering infrastructure provides real-time information from smart meters (SM) and sensors to energy companies and consumers. The smart grid is indeed a paradigm that ... -
Engineering Education in the Era of ChatGPT: Promise and Pitfalls of Generative AI for Education
( IEEE , 2023 , Conference paper)Engineering education is constantly evolving to keep up with the latest technological developments and meet the changing needs of the engineering industry. One promising development in this field is the use of generative ... -
ETHICAL CONCERNS AND RESPONSIBLE USE OF GENERATIVE ARTIFICIAL INTELLIGENCE IN ENGINEERING EDUCATION
( European Society for Engineering Education (SEFI) , 2023 , Conference paper)The use of educational technologies that use elements of machine learning (ML) and artificial intelligence (AI) are becoming common across the engineering education terrain. With the wide adoption of generative AI based ... -
Get Out of the BAG! Silos in AI Ethics Education: Unsupervised Topic Modeling Analysis of Global AI Curricula (Extended Abstract)
( International Joint Conferences on Artificial Intelligence , 2023 , Conference paper)This study explores the topics and trends of teaching AI ethics in higher education, using Latent Dirichlet Allocation as the analysis tool. The analyses included 166 courses from 105 universities around the world. Building ... -
Medisure: Towards Assuring Machine Learning-Based Medical Image Classifiers Using Mixup Boundary Analysis
( IEEE , 2024 , Conference paper)Machine learning (ML) models are becoming integral in healthcare technologies, necessitating formal assurance methods to ensure their safety, fairness, robustness, and trustworthiness. However, these models are inherently ... -
Perceptions of Engineering College Instructors and Their Students Towards Generative Artificial Intelligence (GenAI) Tools: A Preliminary Qualitative Analysis
( American Society for Engineering Education , 2024 , Conference paper)GenAI tools, such as ChatGPT, have gained significant traction in engineering colleges and are revolutionizing how students approach each assignment and project. However, integrating them into the education system introduces ... -
Revolutionizing Healthcare with Foundation AI Models
( IOS Press BV , 2023 , Conference paper)ChatGPT is a foundation Artificial Intelligence (AI) model that has opened up new opportunities in digital healthcare. Particularly, it can serve as a co-pilot tool for doctors in the interpretation, summarization, and ... -
Robotics Primer for Independent Learners: Background, Curriculum, Resources, and Tips
( IEEE , 2023 , Conference paper)This paper presents a primer for learners interested in self-study of robotics, a multidisciplinary field that involves the design, construction, and operation of robots having wide-ranging applications in industries such ... -
SegCrop: Segmentation-based Dynamic Cropping of Endoscopic Videos to Address Label Leakage in Surgical Tool Detection
( IEEE , 2023 , Conference paper)In recent times, surgical data science has emerged as an important research discipline in interventional healthcare. There are many potential applications for analysing endoscopic surgical videos using machine learning ... -
VisualAid+: Assistive System for Visually Impaired with TinyML Enhanced Object Detection and Scene Narration
( IEEE , 2023 , Conference paper)People with visual impairments use different kinds of assistive technologies in their daily lives for various activities such as navigation, reading texts, etc. Technological advancements in recent years have enabled ...
