DSNAS: Direct Neural Architecture Search without Parameter Retraining

21 February 2020

Papers citing "DSNAS: Direct Neural Architecture Search without Parameter Retraining"

39 / 89 papers shown

Title
Across-Task Neural Architecture Search via Meta Learning Jingtao Rong Xinyi Yu Mingyang Zhang L. Ou 21 1 0 12 Oct 2021
Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis Arun K. Sharma N. Verma 40 2 0 28 Sep 2021
Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search Lianbo Ma Nan Li Guo-Ding Yu Xiao Geng Min Huang Xingwei Wang 27 53 0 14 Sep 2021
DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture Kaichen Zhou Lanqing Hong Shuailiang Hu Fengwei Zhou Binxin Ru Jiashi Feng Zhenguo Li 54 10 0 13 Sep 2021
RepNAS: Searching for Efficient Re-parameterizing Blocks Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou 20 19 0 08 Sep 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Haoyue Bai Fengwei Zhou Lanqing Hong Nanyang Ye Shueng-Han Gary Chan Zhenguo Li OOD UQCV 12 42 0 05 Sep 2021
iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization Huiqun Wang Ruijie Yang Di Huang Yunhong Wang 16 27 0 25 Aug 2021
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search C. Termritthikun Yeshi Jamtsho Jirarat Ieamsaard P. Muneesawang Ivan Lee 12 44 0 13 Aug 2021
Integrating Large Circular Kernels into CNNs through Neural Architecture Search Kun He Chao Li Yixiao Yang Gao Huang J. Hopcroft 22 10 0 06 Jul 2021
RHNAS: Realizable Hardware and Neural Architecture Search Yash Akhauri Adithya Niranjan J. P. Muñoz Suvadeep Banerjee A. Davare P. Cocchini A. Sorokin R. Iyer Nilesh Jain 14 3 0 17 Jun 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators Yonggan Fu Yongan Zhang Yang Zhang David D. Cox Yingyan Lin MQ 52 17 0 11 Jun 2021
Memory-Efficient Differentiable Transformer Architecture Search Yuekai Zhao Li Dong Yelong Shen Zhihua Zhang Furu Wei Weizhu Chen ViT 27 17 0 31 May 2021
Exploring Relational Context for Multi-Task Dense Prediction David Brüggemann Menelaos Kanakis Anton Obukhov Stamatios Georgoulis Luc Van Gool 27 73 0 28 Apr 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Yufan He Dong Yang H. Roth Can Zhao Daguang Xu MedIm 40 62 0 29 Mar 2021
Interleaving Learning, with Application to Neural Architecture Search Hao Ban P. Xie 16 2 0 12 Mar 2021
Learning by Teaching, with Application to Neural Architecture Search Parth Sheth Yueyu Jiang P. Xie 25 4 0 11 Mar 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 50 222 0 27 Jan 2021
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search Yibo Yang Shan You Hongyang Li Fei-Yue Wang Chao Qian Zhouchen Lin 16 48 0 27 Jan 2021
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search Y. Fu Zhongzhi Yu Yongan Zhang Yingyan Lin 22 4 0 24 Dec 2020
Learning by Self-Explanation, with Application to Neural Architecture Search Ramtin Hosseini P. Xie 22 5 0 23 Dec 2020
Small-Group Learning, with Application to Neural Architecture Search Xuefeng Du P. Xie 6 3 0 23 Dec 2020
Joint Search of Data Augmentation Policies and Network Architectures Taiga Kashima Yoshihiro Yamada Shunta Saito 3DPC 16 5 0 17 Dec 2020
Skillearn: Machine Learning Inspired by Humans' Learning Skills P. Xie Xuefeng Du Hao Ban 13 5 0 09 Dec 2020
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 18 4 0 30 Nov 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 16 16 0 13 Oct 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang Hongyang Li Shan You Fei-Yue Wang Chao Qian Zhouchen Lin 16 60 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 13 2 0 12 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 29 48 0 02 Oct 2020
Understanding the wiring evolution in differentiable neural architecture search Sirui Xie Shou-Yong Hu Xinjiang Wang Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 4 9 0 02 Sep 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 35 108 0 04 Aug 2020
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shoukang Hu Xurong Xie Shansong Liu Mingyu Cui Mengzhe Geng Xunying Liu H. Meng 19 8 0 17 Jul 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 25 48 0 18 Jun 2020
DrNAS: Dirichlet Neural Architecture Search Xiangning Chen Ruochen Wang Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh OOD 6 98 0 18 Jun 2020
Noisy Differentiable Architecture Search Xiangxiang Chu Bo-Wen Zhang 12 41 0 07 May 2020
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models Jiahui Yu Pengchong Jin Hanxiao Liu Gabriel Bender Pieter-Jan Kindermans Mingxing Tan Thomas Huang Xiaodan Song Ruoming Pang Quoc V. Le 27 301 0 24 Mar 2020
ReNAS:Relativistic Evaluation of Neural Architecture Search Yixing Xu Yunhe Wang Avishkar Bhoopchand Christopher Mattern A. Grabska-Barwinska Chunjing Xu Chang Xu 20 81 0 30 Sep 2019
Pose Neural Fabrics Search Sen Yang Wankou Yang Zhen Cui 37 18 0 16 Sep 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao X. Chu 20 1,419 0 02 Aug 2019
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016