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04/18/2023
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables
A lot of recent progress has been made in ultra low-bit quantization, pr...
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06/13/2022
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU
Deep neural networks are the state of the art in many computer vision ta...
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06/13/2022
Leveraging Structured Pruning of Convolutional Neural Networks
Structured pruning is a popular method to reduce the cost of convolution...
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05/11/2021
Using Deep Neural Networks to Predict and Improve the Performance of Polar Codes
Polar codes can theoretically achieve very competitive Frame Error Rates...
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11/20/2020
