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09/26/2022
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals
Among various sensors for assisted and autonomous driving systems, autom...
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01/20/2022
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape
In this paper, we study the sharpness of a deep learning (DL) loss lands...
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12/08/2021
ESAFE: Enterprise Security and Forensics at Scale
Securing enterprise networks presents challenges in terms of both their ...
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05/05/2021
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs
This paper focuses on understanding how the generalization error scales ...
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02/16/2019
Skin Lesion Segmentation and Classification with Deep Learning System
Melanoma is one of the ten most common cancers in the US. Early detectio...
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05/24/2018