AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency

Author:

Yu Fuxun1ORCID,Xu Zirui1ORCID,Liu Chenchen2ORCID,Stamoulis Dimitrios3ORCID,Wang Di3ORCID,Wang Yanzhi4ORCID,Chen Xiang1ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, USA

2. Department of Computer Science and Electrical Engineering, University of Maryland at Baltimore County, Baltimore, MD, USA

3. Microsoft Cognition, Microsoft, Redmond, WA, USA

4. Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA

Funder

NSF

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Reference44 articles.

1. AMC: AutoML for Model Compression and Acceleration on Mobile Devices

2. Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

3. Slimmable neural networks;yu;Proc 7th Int Conf Learn Represent (ICLR),2019

4. Once-for-all: Train one network and specialize it for efficient deployment;cai;Proc Int Conf Learn Represent (ICLR),2019

5. DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications

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