AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments

Author:

Wen Hao1ORCID,Li Yuanchun1ORCID,Zhang Zunshuai2ORCID,Jiang Shiqi3ORCID,Ye Xiaozhou4ORCID,Ouyang Ye4ORCID,Zhang Yaqin1ORCID,Liu Yunxin1ORCID

Affiliation:

1. Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China

2. Shanghai University, Shanghai, China

3. Microsoft Research, Shanghai, China

4. AsiaInfo Technologies (China), Inc., Beijing, China

Funder

The National Key R&D Program of China

National Natural Science Foundation of China

Publisher

ACM

Reference67 articles.

1. Segmentation and Recognition Using Structure from Motion Point Clouds

2. Han Cai , Chuang Gan , Tianzhe Wang , Zhekai Zhang , and Song Han . 2020 . Once-for-All: Train One Network and Specialize it for Efficient Deployment . In International Conference on Learning Representations. http://OpenReview.net, Online, 1--11 . https://openreview.net/forum?id=HylxE1HKwS Han Cai, Chuang Gan, Tianzhe Wang, Zhekai Zhang, and Song Han. 2020. Once-for-All: Train One Network and Specialize it for Efficient Deployment. In International Conference on Learning Representations. http://OpenReview.net, Online, 1--11. https://openreview.net/forum?id=HylxE1HKwS

3. Han Cai , Ligeng Zhu , and Song Han . 2019 . ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. In 7th International Conference on Learning Representations, ICLR 2019 , New Orleans, LA, USA, May 6--9 , 2019. OpenReview.net, New Orleans, Louisiana, USA, 1--10. https://openreview.net/forum?id=HylVB3AqYm Han Cai, Ligeng Zhu, and Song Han. 2019. ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6--9, 2019. OpenReview.net, New Orleans, Louisiana, USA, 1--10. https://openreview.net/forum?id=HylVB3AqYm

4. Your face your heart: Secure mobile face authentication with photoplethysmograms

5. Data-Specific Adaptive Threshold for Face Recognition and Authentication

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