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Education and qualifications (1)

University of Virginia: Charlottesville, VA, US

Education
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University of Virginia

Works (4)

Edge-MPQ: Layer-Wise Mixed-Precision Quantization With Tightly Integrated Versatile Inference Units for Edge Computing

IEEE Transactions on Computers
2024-11 | Journal article
DOI: 10.1109/TC.2024.3441860
Contributors: Xiaotian Zhao; Ruge Xu; Yimin Gao; Vaibhav Verma; Mircea R. Stan; Xinfei Guo
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Design Space Exploration of Layer-Wise Mixed-Precision Quantization with Tightly Integrated Edge Inference Units

2023-06-05 | Conference paper
DOI: 10.1145/3583781.3590292
Contributors: Xiaotian Zhao; Yimin Gao; Vaibhav Verma; Ruge Xu; Mircea Stan; Xinfei Guo
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EXTREM-EDGE—EXtensions To RISC-V for Energy-efficient ML inference at the EDGE of IoT

Sustainable Computing: Informatics and Systems
2022-09 | Journal article
DOI: 10.1016/j.suscom.2022.100742
Contributors: Vaibhav Verma; Tommy Tracy II; Mircea R. Stan
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AI-RISC: Scalable RISC-V Processor for IoT Edge AI Applications

2022-04-27 | Dissertation or Thesis
DOI: 10.18130/nj7t-7j93
Contributors: Vaibhav Verma
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University of Virginia
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