-
Good Students Play Big Lottery Better
Lottery ticket hypothesis suggests that a dense neural network contains ...
01/08/2021 ∙ by Haoyu Ma, et al. ∙
3
∙
share
read it
-
Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
Adversarial training and its many variants substantially improve deep ne...
10/22/2020 ∙ by Haotao Wang, et al. ∙
0
∙
share
read it
-
Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference
Deep networks were recently suggested to face the odds between accuracy ...
02/24/2020 ∙ by Ting-Kuei Hu, et al. ∙
0
∙
share
read it
-
VGAI: A Vision-Based Decentralized Controller Learning Framework for Robot Swarms
Despite the popularity of decentralized controller learning, very few su...
02/06/2020 ∙ by Ting-Kuei Hu, et al. ∙
0
∙
share
read it
-
Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference
State-of-the-art convolutional neural networks (CNNs) yield record-break...
07/10/2019 ∙ by Yue Wang, et al. ∙
0
∙
share
read it
