Ramneet Kaur

According to our database, Ramneet Kaur authored at least 28 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding.

Trilok Padhi, Ramneet Kaur, Adam D. Cobb, Manoj Acharya, Anirban Roy, Colin Samplawski, Brian Matejek, Alexander M. Berenbeim, Nathaniel D. Bastian, Susmit Jha

CoRR, May, 2025

Development of a cryptocurrency price prediction model: leveraging GRU and LSTM for Bitcoin, Litecoin and Ethereum.

Ramneet Kaur, Mudita Uppal, Deepali Gupta, Sapna Juneja, Syed Yasser Arafat, Junaid Rashid, Jungeun Kim, Roobaea Alroobaea

PeerJ Comput. Sci., 2025

Zero-Shot Detection of Out-of-Context Objects Using Foundation Models.

Anirban Roy, Adam D. Cobb, Ramneet Kaur, Sumit Jha, Nathaniel D. Bastian, Alexander M. Berenbeim, Robert H. Thomson, Iain Cruickshank, Alvaro Velasquez, Susmit Jha

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference.

Colin Samplawski, Adam D. Cobb, Manoj Acharya, Ramneet Kaur, Susmit Jha

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Taylor-Model Physics-Informed Neural Networks (PINNs) for Ordinary Differential Equations.

Chandra Kanth Nagesh, Sriram Sankaranarayanan, Ramneet Kaur, Tuhin Sahai, Susmit Jha

Proceedings of the International Conference on Neuro-symbolic Systems, 2025

Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios.

Vivian Lin, Ramneet Kaur, Yahan Yang, Souradeep Dutta, Yiannis Kantaros, Anirban Roy, Susmit Jha, Oleg Sokolsky, Insup Lee

Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems, 2025

2024

Out-of-distribution Detection in Dependent Data for Cyber-physical Systems with Conformal Guarantees.

Ramneet Kaur, Yahan Yang, Oleg Sokolsky, Insup Lee

ACM Trans. Cyber Phys. Syst., October, 2024

Memory-based Distribution Shift Detection for Learning Enabled Cyber-Physical Systems with Statistical Guarantees.

Yahan Yang, Ramneet Kaur, Souradeep Dutta, Insup Lee

ACM Trans. Cyber Phys. Syst., April, 2024

Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI.

Ramneet Kaur, Colin Samplawski, Adam D. Cobb, Anirban Roy, Brian Matejek, Manoj Acharya, Daniel Elenius, Alexander M. Berenbeim, John A. Pavlik, Nathaniel D. Bastian, Susmit Jha

CoRR, 2024

Post-hoc Uncertainty Quantification for Neurosymbolic Artificial Intelligence.

Alexander M. Berenbeim, Ramneet Kaur, Adam D. Cobb, Anirban Roy, Susmit Jha, Nathaniel D. Bastian

Proceedings of the IEEE Military Communications Conference, 2024

Automating Weak Label Generation for Data Programming with Clinicians in the Loop.

Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024

2023

Learner-Centric Hybrid Filtering-Based Recommender System for Massive Open Online Courses.

Ramneet Kaur, Deepali Gupta, Mani Madhukar

Int. J. Perform. Eng., 2023

Detection of Adversarial Physical Attacks in Time-Series Image Data.

Ramneet Kaur, Yiannis Kantaros, Wenwen Si, James Weimer, Insup Lee

CoRR, 2023

Using Semantic Information for Defining and Detecting OOD Inputs.

Ramneet Kaur, Xiayan Ji, Souradeep Dutta, Michele Caprio, Yahan Yang, Elena Bernardis, Oleg Sokolsky, Insup Lee

CoRR, 2023

Automated Labeling Function Generation using Distance Functions for Physiological Alarm Suppression.

Sydney Pugh, Souradeep Dutta, Ramneet Kaur, Yahan Yang, Elena Bernardis, Insup Lee

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems.

Ramneet Kaur, Kaustubh Sridhar, Sangdon Park, Yahan Yang, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Predicting Out-of-Distribution Performance of Deep Neural Networks Using Model Conformance.

Ramneet Kaur, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee

Proceedings of the IEEE International Conference on Assured Autonomy, 2023

2022

CODiT: Conformal Out-of-Distribution Detection in Time-Series Data.

Ramneet Kaur, Kaustubh Sridhar, Sangdon Park, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee

CoRR, 2022

Towards Alternative Techniques for Improving Adversarial Robustness: Analysis of Adversarial Training at a Spectrum of Perturbations.

Kaustubh Sridhar, Souradeep Dutta, Ramneet Kaur, James Weimer, Oleg Sokolsky, Insup Lee

CoRR, 2022

Interpretable Detection of Distribution Shifts in Learning Enabled Cyber-Physical Systems.

Yahan Yang, Ramneet Kaur, Souradeep Dutta, Insup Lee

Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection.

Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Edgar Dobriban, Oleg Sokolsky, Insup Lee

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Detecting OODs as datapoints with High Uncertainty.

Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Oleg Sokolsky, Insup Lee

CoRR, 2021

Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs.

Ramneet Kaur, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee

CoRR, 2021

2020

Assurance Case Patterns for Cyber-Physical Systems with Deep Neural Networks.

Ramneet Kaur, Radoslav Ivanov, Matthew Cleaveland, Oleg Sokolsky, Insup Lee

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops, 2020

2019

Runtime Verification of Parametric Properties Using SMEDL.

Teng Zhang, Ramneet Kaur, Insup Lee, Oleg Sokolsky

Proceedings of the From Reactive Systems to Cyber-Physical Systems, 2019

2018

Self-Driving Vehicle Verification Towards a Benchmark.

Nima Roohi, Ramneet Kaur, James Weimer, Oleg Sokolsky, Insup Lee

CoRR, 2018

Parameter Invariant Monitoring for Signal Temporal Logic.

Nima Roohi, Ramneet Kaur, James Weimer, Oleg Sokolsky, Insup Lee

Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (part of CPS Week), 2018

2013

Design and Implementation of Car Parking System on FPGA.

Ramneet Kaur, Balwinder Singh

CoRR, 2013