no code implementations • 11 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.
no code implementations • 26 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.
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).
no code implementations • 17 Jun 2019 • Liangjian Wen, Xuanyang Zhang, Haoli Bai, Zenglin Xu
Recurrent neural networks (RNNs) have recently achieved remarkable successes in a number of applications.
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.