Carl E. Busart

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 33

Top Topics

Dempster Shafer

Automatic Target Recognition

Bayesian Learning

Top Venues

Future Gener. Comput. Syst.

Publications

Sasindu Wijeratne, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images. CoRR (2024)
Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna
GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA. CoRR (2024)
Peihong Yu, Manav Mishra, Alec Koppel, Carl E. Busart, Priya Narayan, Dinesh Manocha, Amrit S. Bedi, Pratap Tokekar
Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning. CoRR (2024)
Sachini Wickramasinghe, Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA. CoRR (2024)
Dhruv Parikh, Shouyi Li, Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna
Accelerating ViT Inference on FPGA through Static and Dynamic Pruning. CoRR (2024)
Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks. CoRR (2024)
Md. Azim Khan, Nadeem Ahmed, Joyce Padela, Muhammad Shehrose Raza, Aryya Gangopadhyay, Jianwu Wang, James Foulds, Carl E. Busart, Robert F. Erbacher
Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood Detection on Edge Device. ICMLA (2023)
Jacob Fein-Ashley, Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition. HPEC (2023)
Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart
Reinforcement Learning with an Abrupt Model Change. CoRR (2023)
Rohan Putatunda, Azim Khan, Aryya Gangopadhyay, Jianwu Wang, Carl E. Busart, Robert F. Erbacher
Vision Transformer-based Real-Time Camouflaged Object Detection System at Edge. SMARTCOMP (2023)
Xin Wang, Pei Guo, Xingyan Li, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman, Jianwu Wang
Reproducible and Portable Big Data Analytics in the Cloud. IEEE Trans. Cloud Comput. 11 (3) (2023)
Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart
Reinforcement Learning with An Abrupt Model Change. WSC (2023)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. CoRR (2023)
Emon Dey, Mikolaj Walczak, Mohammad Saeid Anwar, Nirmalya Roy, Jade Freeman, Timothy Gregory, Niranjan Suri, Carl E. Busart
A Novel ROS2 QoS Policy-Enabled Synchronizing Middleware for Co-Simulation of Heterogeneous Multi-Robot Systems. ICCCN (2023)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Distributed event-triggered unadjusted Langevin algorithm for Bayesian learning. Autom. 156 (2023)
Bingyi Zhang, Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Graph Neural Network for Accurate and Low-complexity SAR ATR. CoRR (2023)
Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart, Lance M. Kaplan
Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers. CoRR (2023)
Jacob Fein-Ashley, Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition. CoRR (2023)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Asynchronous Local Computations in Distributed Bayesian Learning. CoRR (2023)
Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Performance of Graph Neural Networks for Point Cloud Applications. HPEC (2023)
Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Performance of Graph Neural Networks for Point Cloud Applications. CoRR (2023)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Accelerating GNN-Based SAR Automatic Target Recognition on HBM-Enabled FPGA. HPEC (2023)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Asynchronous Bayesian Learning over a Network. CoRR (2022)
Hongkuan Zhou, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA. IPDPS (2022)
Pretom Roy Ovi, Aryya Gangopadhyay, Robert F. Erbacher, Carl E. Busart
Secure Federated Training: Detecting Compromised Nodes and Identifying the Type of Attacks. ICMLA (2022)
Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. DCOSS (2022)
Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. CoRR (2022)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Asynchronous Bayesian Learning over a Network. CDC (2022)
Xin Wang, Azim Khan, Jianwu Wang, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman
An edge-cloud integrated framework for flexible and dynamic stream analytics. Future Gener. Comput. Syst. 137 (2022)
Hongkuan Zhou, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA. CoRR (2022)
Xin Wang, Azim Khan, Jianwu Wang, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman
An Edge-Cloud Integrated Framework for Flexible and Dynamic Stream Analytics. CoRR (2022)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. FPL (2022)
Xin Wang, Pei Guo, Xingyan Li, Jianwu Wang, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman
Reproducible and Portable Big Data Analytics in the Cloud. CoRR (2021)