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ORCIDCarl E. Busart
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2020 – today
- 2024
[j4]Bingyi Zhang
, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna:
VisionAGILE: A Versatile Domain-Specific Accelerator for Computer Vision Tasks. IEEE Trans. Parallel Distributed Syst. 35(12): 2405-2422 (2024)- [c16]Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna:
GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA. FCCM 2024: 66-77 - [c15]Dhruv Parikh, Shouyi Li, Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna:
Accelerating ViT Inference on FPGA through Static and Dynamic Pruning. FCCM 2024: 78-89 - [c14]Chak Lam Shek, Xiyang Wu, Wesley A. Suttle, Carl E. Busart, Erin G. Zaroukian, Dinesh Manocha, Pratap Tokekar, Amrit Singh Bedi:
LANCAR: Leveraging Language for Context-Aware Robot Locomotion in Unstructured Environments. IROS 2024: 9612-9619 - [i20]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 abs/2401.02687 (2024) - [i19]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 abs/2403.08936 (2024) - [i18]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 abs/2403.14047 (2024) - [i17]Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks. CoRR abs/2403.18318 (2024) - [i16]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 abs/2404.04527 (2024) - [i15]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 abs/2404.07188 (2024) - [i14]Jumman Hossain, Emon Dey, Snehalraj Chugh, Masud Ahmed, MS Anwar, Abu Zaher Md Faridee, Jason Hoppes, Theron Trout, Anjon Basak, Rafidh Chowdhury, Rishabh Mistry, Hyun Kim, Jade Freeman, Niranjan Suri, Adrienne Raglin, Carl E. Busart, Timothy Gregory, Anuradha Ravi, Nirmalya Roy:
SERN: Simulation-Enhanced Realistic Navigation for Multi-Agent Robotic Systems in Contested Environments. CoRR abs/2410.16686 (2024) - [i13]Indranil Sur, Aswin Raghavan, Abrar Rahman, James Z. Hare, Daniel N. Cassenti, Carl E. Busart:
Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning. CoRR abs/2411.05683 (2024) - 2023
- [j3]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Distributed event-triggered unadjusted Langevin algorithm for Bayesian learning. Autom. 156: 111221 (2023) - [j2]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): 2966-2982 (2023) - [c13]Jacob Fein-Ashley, Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition. HPEC 2023: 1-6 - [c12]Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Performance of Graph Neural Networks for Point Cloud Applications. HPEC 2023: 1-7 - [c11]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Accelerating GNN-Based SAR Automatic Target Recognition on HBM-Enabled FPGA. HPEC 2023: 1-7 - [c10]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: 1-10 - [c9]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: 512-519 - [c8]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: 90-97 - [c7]Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart:
Reinforcement Learning with An Abrupt Model Change. WSC 2023: 3014-3025 - [i12]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. CoRR abs/2301.01454 (2023) - [i11]Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart:
Reinforcement Learning with an Abrupt Model Change. CoRR abs/2304.11460 (2023) - [i10]Bingyi Zhang, Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Graph Neural Network for Accurate and Low-complexity SAR ATR. CoRR abs/2305.07119 (2023) - [i9]Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Performance of Graph Neural Networks for Point Cloud Applications. CoRR abs/2309.09142 (2023) - [i8]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Asynchronous Local Computations in Distributed Bayesian Learning. CoRR abs/2311.03496 (2023) - [i7]Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart, Lance M. Kaplan:
Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers. CoRR abs/2312.02912 (2023) - [i6]Jacob Fein-Ashley, Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition. CoRR abs/2312.06940 (2023) - 2022
- [j1]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: 323-335 (2022) - [c6]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Asynchronous Bayesian Learning over a Network. CDC 2022: 2393-2398 - [c5]Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart:
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. DCOSS 2022: 334-341 - [c4]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. FPL 2022: 1-8 - [c3]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: 1115-1120 - [c2]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: 1108-1117 - [i5]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 abs/2203.05095 (2022) - [i4]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 abs/2205.04622 (2022) - [i3]Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart:
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. CoRR abs/2208.06569 (2022) - [i2]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Asynchronous Bayesian Learning over a Network. CoRR abs/2211.08603 (2022) - 2021
- [c1]He Bai, Kinjal Bhar, Jemin George, Carl E. Busart:
Distributed Bayesian Parameter Inference for Physics-Informed Neural Networks. CDC 2021: 2911-2916 - [i1]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 abs/2112.09762 (2021)
Coauthor Index
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