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11/16/2022
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the Metaverse
Real-time multi-model multi-task (MMMT) workloads, a new form of deep le...
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11/01/2021
HRViT: Multi-Scale High-Resolution Vision Transformer
Vision transformers (ViTs) have attracted much attention for their super...
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09/13/2019
HERALD: Optimizing Heterogeneous DNN Accelerators for Edge Devices
Recent advances in deep neural networks (DNNs) have made DNNs the backbo...
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06/02/2018
Federated Learning with Non-IID Data
Federated learning enables resource-constrained edge compute devices, su...
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01/19/2018
