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04/02/2023
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding
Action understanding matters and attracts attention. It can be formed as...
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02/25/2023
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design
Thermal issue is a major concern in 3D integrated circuit (IC) design. T...
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12/06/2020
Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing
This paper presents Systolic-CNN, an OpenCL-defined scalable, run-time-f...
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05/24/2019
Light-Weight RetinaNet for Object Detection
Object detection has gained great progress driven by the development of ...
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02/03/2018
Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning
Convolutional neural network (CNN) has been widely used for vision-based...
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02/20/2017
A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks
FPGA-based hardware accelerators for convolutional neural networks (CNNs...
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12/12/2016