DARTS: Differentiable Architecture Search

v1v2 (latest)

DARTS: Differentiable Architecture Search

24 June 2018

ArXiv (abs)PDF HTML

Papers citing "DARTS: Differentiable Architecture Search"

19 / 2,369 papers shown

Title
A Survey of Modern Object Detection Literature using Deep Learning K. Chahal Kuntal Dey ObjD 92 37 0 22 Aug 2018
Neural Architecture Optimization Renqian Luo Fei Tian Tao Qin Enhong Chen Tie-Yan Liu 3DV 402 690 0 22 Aug 2018
BlockQNN: Efficient Block-wise Neural Network Architecture Generation Zhaobai Zhong Zichen Yang Boyang Deng Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 185 129 0 16 Aug 2018
Automatically designing CNN architectures using genetic algorithm for image classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 186 684 0 11 Aug 2018
Teacher Guided Architecture Search P. Bashivan Mark Tensen J. DiCarlo 3DV 237 28 0 04 Aug 2018
Reinforced Evolutionary Neural Architecture Search Yukang Chen Gaofeng Meng Qian Zhang Shiming Xiang Chang Huang Lisen Mu Xinggang Wang 220 20 0 01 Aug 2018
MnasNet: Platform-Aware Neural Architecture Search for Mobile Mingxing Tan Bo Chen Ruoming Pang Vijay Vasudevan Mark Sandler Andrew G. Howard Quoc V. Le MQ 307 3,262 0 31 Jul 2018
Differentiable Learning-to-Normalize via Switchable NormalizationInternational Conference on Learning Representations (ICLR), 2018 Ping Luo Jiamin Ren Zhanglin Peng Ruimao Zhang Jingyu Li 213 187 0 28 Jun 2018
Auto-Keras: An Efficient Neural Architecture Search SystemKnowledge Discovery and Data Mining (KDD), 2018 Haifeng Jin Qingquan Song Helen Zhou 388 876 0 27 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 154 17 0 05 Jun 2018
Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 283 55 0 18 May 2018
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Katharina Eggensperger 454 525 0 24 Apr 2018
Fast Neural Architecture Construction using EnvelopeNets Purushotham Kamath Abhishek Singh Debo Dutta 3DPC 221 7 0 18 Mar 2018
Transfer Learning with Neural AutoML Catherine Wong N. Houlsby Yifeng Lu Andrea Gesmundo 239 118 0 07 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency AnalysisACM Computing Surveys (CSUR), 2018 Tal Ben-Nun Torsten Hoefler GNN 268 760 0 26 Feb 2018
A Survey of Model Compression and Acceleration for Deep Neural Networks Yu Cheng Duo Wang Pan Zhou Zhang Tao 705 1,181 0 23 Oct 2017
Coupled Ensembles of Neural Networks Anuvabh Dutt D. Pellerin Georges Quénot OOD 119 36 0 18 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 1.5K 31,116 0 05 Sep 2017
Ternary Weight Networks Fengfu Li Bin Liu Xiaoxing Wang Bo Zhang Junchi Yan MQ 607 557 0 16 May 2016