Sökresultat - "Varghese, Blesson"

Mosaic: Composite Projection Pruning for Resource-efficient LLMs

Eccles, Bailey J., Wong, Leon, Varghese, Blesson

EMO: Edge Model Overlays to Scale Model Size in Federated Learning

Wu, Di, He, Weibo, Feng, Wanglei, Wen, Zhenyu, Qian, Bin, Varghese, Blesson

Resource Utilization Optimized Federated Learning

Zhang, Zihan, Wong, Leon, Varghese, Blesson

Signal Collapse in One-Shot Pruning: When Sparse Models Fail to Distinguish Neural Representations

Saikumar, Dhananjay, Varghese, Blesson

Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization

Eccles, Bailey J., Wong, Leon, Varghese, Blesson

2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing (CCGrid)

Increasing burden of poor mental health attributable to high temperature in Australia

Liu, Jingwen, Varghese, Blesson M., Hansen, Alana, Dear, Keith, Morgan, Geoffrey^{Aff2, Aff3}, Driscoll, Timothy, Zhang, Ying, Prescott, Vanessa, Dolar, Vergil, Gourley, Michelle, Capon, Anthony, Bi, Peng^{Aff1, IDs4155802502309x_cor1}

DRIVE: Dual Gradient-Based Rapid Iterative Pruning

Saikumar, Dhananjay, Varghese, Blesson

ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy

Lee, JunKyu, Varghese, Blesson, Vandierendonck, Hans

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

NeuroFlux: Memory-Efficient CNN Training Using Adaptive Local Learning

Saikumar, Dhananjay, Varghese, Blesson

FedComm: Understanding Communication Protocols for Edge-based Federated Learning

Cleland, Gary, Wu, Di, Ullah, Rehmat, Varghese, Blesson

2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC)

Novel Op-Amp based Hardware Design of Analog PID Circuit to Control the Altitude of Quadcopter

Varghese, Blesson Easo, Swarup, Akhilesh

2022 2nd Asian Conference on Innovation in Technology (ASIANCON)

Measuring Torque Production with a Robotic Exoskeleton during Cervical Transcutaneous Spinal Stimulation

Mahan, Erin, Dunkelberger, Nathan, Oh, Jeonghoon, Simmons, Madison, Varghese, Blesson, Sayenko, Dimitry, O'Malley, Marcia K.

2022 International Conference on Rehabilitation Robotics (ICORR)

CONTINUER: Maintaining Distributed DNN Services During Edge Failures

Majeed, Ayesha Abdul, Kilpatrick, Peter, Spence, Ivor, Varghese, Blesson

2022 IEEE International Conference on Edge Computing and Communications (EDGE)

DNNShifter: An Efficient DNN Pruning System for Edge Computing

Eccles, Bailey J., Rodgers, Philip, Kilpatrick, Peter, Spence, Ivor, Varghese, Blesson

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FedFly: Toward Migration in Edge-Based Distributed Federated Learning

Ullah, Rehmat, Wu, Di, Harvey, Paul, Kilpatrick, Peter, Spence, Ivor, Varghese, Blesson

EcoFed: Efficient Communication for DNN Partitioning-based Federated Learning

Wu, Di, Ullah, Rehmat, Rodgers, Philip, Kilpatrick, Peter, Spence, Ivor, Varghese, Blesson

NEUKONFIG: Reducing Edge Service Downtime When Repartitioning DNNs

Majeed, Ayesha Abdul, Kilpatrick, Peter, Spence, Ivor, Varghese, Blesson

2021 IEEE International Conference on Cloud Engineering (IC2E)