research
∙
10/07/2019
Task-Adaptive Incremental Learning for Intelligent Edge Devices
Convolutional Neural Networks (CNNs) are used for a wide range of image-...
share
research
∙
05/10/2019
Interpreting and Evaluating Neural Network Robustness
Recently, adversarial deception becomes one of the most considerable thr...
research
∙
10/29/2018
Demystifying Neural Network Filter Pruning
Based on filter magnitude ranking (e.g. L1 norm), conventional filter pr...
research
∙
10/28/2018
Distilling Critical Paths in Convolutional Neural Networks
Neural network compression and acceleration are widely demanded currentl...
research
∙
10/12/2018
Interpretable Convolutional Filter Pruning
The sophisticated structure of Convolutional Neural Network (CNN) allows...
research
∙
04/30/2018