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Found 3 papers, 1 papers with code
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition
To improve the discriminative and generalization ability of lightweight network for face recognition, we propose an efficient variable group convolutional network called VarGFaceNet.
Ranked #3 on
Face Verification
on CFP-FP
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures
A DNN's architecture (i. e., its hyper-parameters) broadly determines the DNN's accuracy and performance, and is often confidential.
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition
This paper studies how weight repetition ---when the same weight occurs multiple times in or across weight vectors--- can be exploited to save energy and improve performance during CNN inference.
