Search Results for author: Xuanyang Zhang

Found 5 papers, 1 papers with code

When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search

no code implementations11 Apr 2022 Guocheng Qian, Xuanyang Zhang, Guohao Li, Chen Zhao, Yukang Chen, Xiangyu Zhang, Bernard Ghanem, Jian Sun

TNAS performs a modified bi-level Breadth-First Search in the proposed trees to discover a high-performance architecture.

Neural Architecture Search

Partial to Whole Knowledge Distillation: Progressive Distilling Decomposed Knowledge Boosts Student Better

no code implementations26 Sep 2021 Xuanyang Zhang, Xiangyu Zhang, Jian Sun

Knowledge distillation field delicately designs various types of knowledge to shrink the performance gap between compact student and large-scale teacher.

Knowledge Distillation

Neural Architecture Search with Random Labels

1 code implementation CVPR 2021 Xuanyang Zhang, Pengfei Hou, Xiangyu Zhang, Jian Sun

In this paper, we investigate a new variant of neural architecture search (NAS) paradigm -- searching with random labels (RLNAS).

Neural Architecture Search

Learning to Search Efficient DenseNet with Layer-wise Pruning

no code implementations ICLR 2019 Xuanyang Zhang, Hao liu, Zhanxing Zhu, Zenglin Xu

Deep neural networks have achieved outstanding performance in many real-world applications with the expense of huge computational resources.

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