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05/12/2022
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer
Transfer Learning enables Convolutional Neural Networks (CNN) to acquire...
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09/26/2021
Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks
In this paper, we propose a new approach, hereafter referred as AdaInjec...
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01/30/2021
Deep Model Compression based on the Training History
Deep Convolutional Neural Networks (DCNNs) have shown promising results ...
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02/06/2020
An Information-rich Sampling Technique over Spatio-Temporal CNN for Classification of Human Actions in Videos
We propose a novel scheme for human action recognition in videos, using ...
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01/22/2020
