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04/11/2023
Overload: Latency Attacks on Object Detection for Edge Devices
Nowadays, the deployment of deep learning based applications on edge dev...
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12/07/2021
Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization
Tensor decomposition is one of the fundamental technique for model compr...
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11/03/2021
LTD: Low Temperature Distillation for Robust Adversarial Training
Adversarial training has been widely used to enhance the robustness of t...
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12/03/2018
Knowledge Distillation with Feature Maps for Image Classification
The model reduction problem that eases the computation costs and latency...
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11/28/2018
Play as You Like: Timbre-enhanced Multi-modal Music Style Transfer
Style transfer of polyphonic music recordings is a challenging task when...
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08/22/2018