Path-Level Network Transformation for Efficient Architecture Search

7 June 2018

Han Cai

Jiacheng Yang

Weinan Zhang

Song Han

Yong Yu

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Papers citing "Path-Level Network Transformation for Efficient Architecture Search"

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Title
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 101 111 0 04 Aug 2020
Differentiable Feature Aggregation Search for Knowledge Distillation Yushuo Guan Pengyu Zhao Bingxuan Wang Yuanxing Zhang Cong Yao Kaigui Bian Jian Tang FedML 76 44 0 02 Aug 2020
BRP-NAS: Prediction-based NAS using GCNs Łukasz Dudziak Thomas C. P. Chau Mohamed S. Abdelfattah Royson Lee Hyeji Kim Nicholas D. Lane GNN 127 205 0 16 Jul 2020
VINNAS: Variational Inference-based Neural Network Architecture Search Martin Ferianc Hongxiang Fan Miguel R. D. Rodrigues 3DPC 174 6 0 12 Jul 2020
Theory-Inspired Path-Regularized Differential Network Architecture Search Pan Zhou Caiming Xiong R. Socher Guosheng Lin 61 56 0 30 Jun 2020
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Kangjian Peng Yuan Li Wenyu Liu Xinggang Wang SSeg 118 34 0 21 Jun 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy Tianzhe Wang Kuan-Chieh Wang Han Cai Ji Lin Zhijian Liu Song Han MQ 85 176 0 15 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 154 684 0 01 Jun 2020
An Introduction to Neural Architecture Search for Convolutional Networks George Kyriakides K. Margaritis AI4CE 90 27 0 22 May 2020
Rethinking Performance Estimation in Neural Architecture Search Xiawu Zheng Rongrong Ji Qiang-qiang Wang QiXiang Ye Zhenguo Li Yonghong Tian Q. Tian 73 17 0 20 May 2020
CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks Lian Zhuo Baochang Zhang Hanlin Chen Linlin Yang Chong Chen Y. Zhu David Doermann MQ 43 1 0 30 Apr 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search Rang Meng Weijie Chen Di Xie Yuan Zhang Shiliang Pu 33 6 0 28 Feb 2020
Federated Neural Architecture Search Jinliang Yuan Mengwei Xu Yuxin Zhao Kaigui Bian Gang Huang Xuanzhe Liu Shangguang Wang FedML 110 35 0 15 Feb 2020
Stabilizing Differentiable Architecture Search via Perturbation-based Regularization Xiangning Chen Cho-Jui Hsieh 104 207 0 12 Feb 2020
Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS Petro B. Liashchynskyi Pavlo Liashchynskyi 96 547 0 12 Dec 2019
Binarized Neural Architecture Search Hanlin Chen Lian Zhuo Baochang Zhang Xiawu Zheng Jianzhuang Liu David Doermann Rongrong Ji MQ 78 25 0 25 Nov 2019
Data Proxy Generation for Fast and Efficient Neural Architecture Search Minje Park 35 4 0 21 Nov 2019
Learning to reinforcement learn for Neural Architecture Search J. Gomez Joaquin Vanschoren 87 8 0 09 Nov 2019
Sub-Architecture Ensemble Pruning in Neural Architecture Search Yijun Bian Qingquan Song Mengnan Du Jun Yao Huanhuan Chen Helen Zhou 64 15 0 01 Oct 2019
Automated design of error-resilient and hardware-efficient deep neural networks Christoph Schorn T. Elsken Sebastian Vogel Armin Runge A. Guntoro G. Ascheid AAML 47 32 0 30 Sep 2019
Understanding and Robustifying Differentiable Architecture Search Arber Zela T. Elsken Tonmoy Saikia Yassine Marrakchi Thomas Brox Frank Hutter OOD AAML 158 375 0 20 Sep 2019
Genetic Neural Architecture Search for automatic assessment of human sperm images Erfan Miahi Seyed Abolghasem Mirroshandel Alexis Nasr 75 29 0 20 Sep 2019
Rethinking the Number of Channels for the Convolutional Neural Network Hui Zhu Zhulin An Chuanguang Yang Xiaolong Hu Kaiqiang Xu Yongjun Xu OOD 38 3 0 04 Sep 2019
Once-for-All: Train One Network and Specialize it for Efficient Deployment Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han OOD 196 1,288 0 26 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 198 1,480 0 02 Aug 2019
XferNAS: Transfer Neural Architecture Search Martin Wistuba 65 12 0 18 Jul 2019
Neural Input Search for Large Scale Recommendation Models Manas R. Joglekar Cong Li Jay K. Adams Pranav Khaitan Quoc V. Le 59 116 0 10 Jul 2019
Evolving Robust Neural Architectures to Defend from Adversarial Attacks Shashank Kotyan Danilo Vasconcellos Vargas OOD AAML 81 36 0 27 Jun 2019
AGAN: Towards Automated Design of Generative Adversarial Networks Hanchao Wang Jun Huan GAN AI4CE 45 37 0 25 Jun 2019
Prune and Replace NAS Kevin Laube A. Zell 66 13 0 18 Jun 2019
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks W. Wen Feng Yan Yiran Chen H. Li 83 40 0 07 Jun 2019
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks Jie An Haoyi Xiong Jinwen Ma Jiebo Luo Jun Huan OOD 28 5 0 06 Jun 2019
Efficient Forward Architecture Search Hanzhang Hu John Langford R. Caruana Saurajit Mukherjee Eric Horvitz Debadeepta Dey 61 40 0 31 May 2019
DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning Xiawu Zheng Chenyi Yang Shaokun Zhang Yan Wang Baochang Zhang Yongjian Wu Yunsheng Wu Ling Shao Rongrong Ji 88 22 0 28 May 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng Rongrong Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 99 91 0 18 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML Tonmoy Saikia Yassine Marrakchi Arber Zela Frank Hutter Thomas Brox 111 79 0 17 May 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search Hongpeng Zhou Minghao Yang Jun Wang Wei Pan BDL 107 202 0 13 May 2019
EENA: Efficient Evolution of Neural Architecture Hui Zhu Zhulin An Chuanguang Yang Kaiqiang Xu Erhu Zhao Yongjun Xu 3DV 101 39 0 10 May 2019
Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS Yangzhou Jiang Cong Zhao Zeyang Dou Lei Pang 64 5 0 07 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 103 259 0 04 May 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 114 727 0 20 Feb 2019
Probabilistic Neural Architecture Search F. P. Casale Jonathan Gordon Nicolò Fusi TPM 75 77 0 13 Feb 2019
Meta Architecture Search Albert Eaton Shaw Wei Wei Weiyang Liu Le Song Bo Dai BDL 73 35 0 22 Dec 2018
A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Yesmina Jaâfra J. Laurent A. Deruyver M. Naceur OOD 49 14 0 17 Dec 2018
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai Ligeng Zhu Song Han 132 1,878 0 02 Dec 2018
HAQ: Hardware-Aware Automated Quantization with Mixed Precision Kuan-Chieh Wang Zhijian Liu Chengyue Wu Ji Lin Song Han MQ 174 886 0 21 Nov 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 265 2,469 0 06 Sep 2018
Searching Toward Pareto-Optimal Device-Aware Neural Architectures A. Cheng Jin-Dong Dong Chi-Hung Hsu Shu-Huan Chang Min Sun Shih-Chieh Chang Jia Pan Yu-Ting Chen Wei Wei Da-Cheng Juan 66 28 0 29 Aug 2018
Neural Architecture Optimization Renqian Luo Fei Tian Tao Qin Enhong Chen Tie-Yan Liu 3DV 119 660 0 22 Aug 2018