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Efficient Neural Architecture Search via Parameter Sharing

9 February 2018

Papers citing "Efficient Neural Architecture Search via Parameter Sharing"

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Title
A scalable constructive algorithm for the optimization of neural network architectures Massimiliano Lupo Pasini Junqi Yin Ying Wai Li M. Eisenbach 28 5 0 07 Sep 2019
Auto-GNN: Neural Architecture Search of Graph Neural Networks Kaixiong Zhou Qingquan Song Xiao Huang Helen Zhou GNN 128 187 0 07 Sep 2019
Efficient Automatic Meta Optimization Search for Few-Shot Learning Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi Feiyu Xu 26 0 0 06 Sep 2019
Best Practices for Scientific Research on Neural Architecture Search Marius Lindauer Frank Hutter 73 144 0 05 Sep 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 89 56 0 05 Sep 2019
Auxiliary Learning for Deep Multi-task Learning Yifan Liu Bohan Zhuang Chunhua Shen Hao Chen Wei Yin MoE 54 10 0 05 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
MANAS: Multi-Agent Neural Architecture Search Vasco Lopes Fabio Maria Carlucci P. Esperança Marco Singh Victor Gabillon Antoine Yang Hang Xu Zewei Chen Jun Wang 81 23 0 03 Sep 2019
Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation Woong Bae Seungho Lee Yeha Lee Beomhee Park Minki Chung Kyu-Hwan Jung 65 45 0 02 Sep 2019
Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research Prasanna Balaprakash Romain Egele Misha Salim Stefan M. Wild V. Vishwanath Fangfang Xia Thomas Brettin Rick L. Stevens 68 54 0 01 Sep 2019
HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking Shen Yan Biyi Fang Faen Zhang Yu Zheng Xiao Zeng Hui Xu Mi Zhang 66 22 0 31 Aug 2019
Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning Linchao Zhu Sercan O. Arik Yezhou Yang Tomas Pfister 76 5 0 29 Aug 2019
On the Bounds of Function Approximations Adrian de Wynter 54 3 0 26 Aug 2019
Gated Convolutional Networks with Hybrid Connectivity for Image Classification Chuanguang Yang Zhulin An Hui Zhu Xiaolong Hu Boyu Diao Kaiqiang Xu Chao Li Yongjun Xu 82 53 0 26 Aug 2019
Customizable Architecture Search for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Jingen Liu Ting Yao Dong Liu Tao Mei 68 142 0 26 Aug 2019
Efficient Deep Neural Networks Bichen Wu 61 12 0 20 Aug 2019
Neural Architecture Search by Estimation of Network Structure Distributions A. Muravev Jenni Raitoharju Moncef Gabbouj OOD 20 1 0 19 Aug 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo Zhang Qingyuan Li Ruijun Xu Xudong Li 86 24 0 16 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 100 37 0 16 Aug 2019
Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools A. Truong Austin Walters Jeremy Goodsitt Keegan E. Hines Bayan Bruss R. Farivar 114 201 0 15 Aug 2019
Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann Carsten Rother VLM UQCV 84 164 0 14 Aug 2019
Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks K. Hayashi Taiki Yamaguchi Yohei Sugawara S. Maeda 67 56 0 13 Aug 2019
Feature Partitioning for Efficient Multi-Task Architectures Alejandro Newell Lu Jiang Chong-Jun Wang Li Li Jia Deng 89 17 0 12 Aug 2019
HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions Duo Li Aojun Zhou Anbang Yao 59 39 0 11 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 99 263 0 11 Aug 2019
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations Bohan Zhuang Jing Liu Mingkui Tan Lingqiao Liu Ian Reid Chunhua Shen MQ 99 46 0 10 Aug 2019
Refining the Structure of Neural Networks Using Matrix Conditioning Roozbeh Yousefzadeh D. O’Leary 44 4 0 06 Aug 2019
Refactoring Neural Networks for Verification David Shriver Dong Xu Sebastian G. Elbaum Matthew B. Dwyer 69 7 0 06 Aug 2019
SqueezeNAS: Fast neural architecture search for faster semantic segmentation Albert Eaton Shaw D. Hunter F. Iandola Sammy Sidhu SSeg 137 73 0 05 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 194 1,480 0 02 Aug 2019
MoBiNet: A Mobile Binary Network for Image Classification Hai T. Phan Dang T. Huynh Yihui He Marios Savvides Zhiqiang Shen MQ 85 49 0 29 Jul 2019
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation Maria G. Baldeon Calisto S. Lai-Yuen 68 16 0 26 Jul 2019
MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning Peiye Liu Bo Wu Huadong Ma Mingoo Seok 71 6 0 22 Jul 2019
Switchable Normalization for Learning-to-Normalize Deep Representation Ping Luo Ruimao Zhang Jiamin Ren Zhanglin Peng Jingyu Li 131 74 0 22 Jul 2019
Efficient Novelty-Driven Neural Architecture Search Miao Zhang Huiqi Li Shirui Pan Taoping Liu Steven W. Su 52 1 0 22 Jul 2019
Techniques for Automated Machine Learning Yi-Wei Chen Qingquan Song Helen Zhou 67 50 0 21 Jul 2019
Universality and individuality in neural dynamics across large populations of recurrent networks Niru Maheswaranathan Alex H. Williams Matthew D. Golub Surya Ganguli David Sussillo 106 146 0 19 Jul 2019
XferNAS: Transfer Neural Architecture Search Martin Wistuba 65 12 0 18 Jul 2019
EnforceNet: Monocular Camera Localization in Large Scale Indoor Sparse LiDAR Point Cloud Yu Chen Guanfang Wang 3DV 3DPC 64 4 0 16 Jul 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 50 47 0 16 Jul 2019
Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures Shota Saito Shinichi Shirakawa 28 3 0 15 Jul 2019
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Guo-Jun Qi Qi Tian H. Xiong 151 613 0 12 Jul 2019
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing Qian Zhang Jianjun Li Meng Yao Liangchen Song Helong Zhou Zhichao Li Wenming Meng Xuezhi Zhang Guoli Wang 83 22 0 12 Jul 2019
Reinforcement Learning with Chromatic Networks for Compact Architecture Search Xingyou Song K. Choromanski Jack Parker-Holder Yunhao Tang Wenbo Gao Aldo Pacchiano Tamás Sarlós Deepali Jain Yuxiang Yang 39 1 0 10 Jul 2019
Video Action Recognition Via Neural Architecture Searching Wei Peng Xiaopeng Hong Guoying Zhao 99 36 0 10 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
EPNAS: Efficient Progressive Neural Architecture Search Yanqi Zhou Peng Wang Sercan O. Arik Haonan Yu Syed Zawad Feng Yan G. Diamos 47 5 0 07 Jul 2019
Genetic Network Architecture Search H. Habi Gil Rafalovich 23 1 0 05 Jul 2019
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search Xiangxiang Chu Bo Zhang Ruijun Xu 141 334 0 03 Jul 2019
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha Jie Liu Diana Marculescu 62 34 0 01 Jul 2019