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06/09/2023
KAPLA: Pragmatic Representation and Fast Solving of Scalable NN Accelerator Dataflow
Dataflow scheduling decisions are of vital importance to neural network ...
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04/16/2023
Canvas: End-to-End Kernel Architecture Search in Neural Networks
The demands for higher performance and accuracy in neural networks (NNs)...
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10/27/2022
RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN
The second-order training methods can converge much faster than first-or...
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04/29/2022
Learning Localization-aware Target Confidence for Siamese Visual Tracking
Siamese tracking paradigm has achieved great success, providing effectiv...
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12/16/2021
Improved YOLOv5 network for real-time multi-scale traffic sign detection
Traffic sign detection is a challenging task for the unmanned driving sy...
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03/05/2021
ShEF: Shielded Enclaves for Cloud FPGAs
FPGAs are now used in public clouds to accelerate a wide range of applic...
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09/10/2018