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01/25/2023
When Layers Play the Lottery, all Tickets Win at Initialization
Pruning is a standard technique for reducing the computational cost of d...
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08/10/2021
On the Effect of Pruning on Adversarial Robustness
Pruning is a well-known mechanism for reducing the computational cost of...
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04/23/2020
Depth-Wise Neural Architecture Search
Modern convolutional networks such as ResNet and NASNet have achieved st...
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10/05/2019
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method
Dimensionality reduction plays an important role in computer vision prob...
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10/17/2018
Pruning Deep Neural Networks using Partial Least Squares
To handle the high computational cost in deep convolutional networks, re...
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06/13/2018
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art
Human activity recognition based on wearable sensor data has been an att...
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06/08/2018
A Content-Based Late Fusion Approach Applied to Pedestrian Detection
The variety of pedestrians detectors proposed in recent years has encour...
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11/07/2017