SMASH: One-Shot Model Architecture Search through HyperNetworks

17 August 2017

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Papers citing "SMASH: One-Shot Model Architecture Search through HyperNetworks"

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Title
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 89 96 0 26 Mar 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Zechun Liu Haoyuan Mu Xiangyu Zhang Zichao Guo Xin Yang K. Cheng Jian Sun 104 565 0 25 Mar 2019
sharpDARTS: Faster and More Accurate Differentiable Architecture Search Andrew Hundt Varun Jain Gregory Hager OOD 85 67 0 23 Mar 2019
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification Ruijie Quan Xuanyi Dong Yuehua Wu Linchao Zhu Yi Yang 3DPC 88 225 0 23 Mar 2019
MFAS: Multimodal Fusion Architecture Search Juan-Manuel Perez-Rua Valentin Vielzeuf S. Pateux M. Baccouche F. Jurie 88 178 0 15 Mar 2019
Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions M. Mackay Paul Vicol Jonathan Lorraine David Duvenaud Roger C. Grosse 97 164 0 07 Mar 2019
Hypernetwork functional image representation Sylwester Klocek Lukasz Maziarka Maciej Wołczyk Jacek Tabor Jakub Nowak Marek Śmieja SupR 3DH 156 92 0 27 Feb 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 112 727 0 20 Feb 2019
DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search Guillaume Michel M. Alaoui A. Lebois Amal Feriani Mehdi Felhi 3DV 50 9 0 05 Feb 2019
The Evolved Transformer David R. So Chen Liang Quoc V. Le ViT 141 467 0 30 Jan 2019
NeuNetS: An Automated Synthesis Engine for Neural Network Design Atin Sood Benjamin Elder Benjamin Herta Chao Xue C. Bekas ... M. Choudhury Rong Yan R. Istrate Ruchi Puri Tejaswini Pedapati SyDa 62 7 0 17 Jan 2019
Neural Architecture Search Over a Graph Search Space Stanislaw Jastrzebski Quentin de Laroussilhe Mingxing Tan Xiao Ma N. Houlsby Andrea Gesmundo GNN 32 5 0 27 Dec 2018
SNAS: Stochastic Neural Architecture Search Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin 102 940 0 24 Dec 2018
Meta Architecture Search Albert Eaton Shaw Wei Wei Weiyang Liu Le Song Bo Dai BDL 73 35 0 22 Dec 2018
IRLAS: Inverse Reinforcement Learning for Architecture Search Minghao Guo Zhaobai Zhong Wei Wu Dahua Lin Junjie Yan 3DV 105 37 0 13 Dec 2018
ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture Search Kevin Laube A. Zell UQCV 63 10 0 07 Dec 2018
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai Ligeng Zhu Song Han 126 1,878 0 02 Dec 2018
Agent Embeddings: A Latent Representation for Pole-Balancing Networks Oscar Chang Robert Kwiatkowski Siyuan Chen Hod Lipson 147 6 0 12 Nov 2018
How to train your MAML Antreas Antoniou Harrison Edwards Amos Storkey 97 781 0 22 Oct 2018
Graph HyperNetworks for Neural Architecture Search Chris Zhang Mengye Ren R. Urtasun GNN 104 280 0 12 Oct 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 116 660 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 82 118 0 16 Aug 2018
Backprop Evolution Maximilian Alber Irwan Bello Barret Zoph Pieter-Jan Kindermans Prajit Ramachandran Quoc V. Le 44 9 0 08 Aug 2018
Teacher Guided Architecture Search P. Bashivan Mark Tensen J. DiCarlo 3DV 85 27 0 04 Aug 2018
Efficient Progressive Neural Architecture Search Juan-Manuel Perez-Rua M. Baccouche S. Pateux 77 43 0 01 Aug 2018
Reinforced Evolutionary Neural Architecture Search Yukang Chen Gaofeng Meng Qian Zhang Shiming Xiang Chang Huang Lisen Mu Xinggang Wang 87 21 0 01 Aug 2018
Adaptive Neural Trees Ryutaro Tanno Kai Arulkumaran Daniel C. Alexander A. Criminisi A. Nori 428 169 0 17 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 93 1 0 08 Jul 2018
Auto-Keras: An Efficient Neural Architecture Search System Haifeng Jin Qingquan Song Helen Zhou 146 813 0 27 Jun 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 214 4,384 0 24 Jun 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures Jin-Dong Dong A. Cheng Da-Cheng Juan Wei Wei Min Sun 73 182 0 21 Jun 2018
On Machine Learning and Structure for Mobile Robots Markus Wulfmeier 44 6 0 15 Jun 2018
Auto-Meta: Automated Gradient Based Meta Learner Search Jaehong Kim Sangyeul Lee Sungwan Kim Moonsu Cha Jung Kwon Lee Youngduck Choi Yongseok Choi Dong-Yeon Cho Jiwon Kim AI4CE 73 39 0 11 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 78 17 0 05 Jun 2018
Parallel Architecture and Hyperparameter Search via Successive Halving and Classification Manoj Kumar George E. Dahl Vijay Vasudevan Mohammad Norouzi 84 25 0 25 May 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 139 1,780 0 24 May 2018
Breaking the Activation Function Bottleneck through Adaptive Parameterization Sebastian Flennerhag Hujun Yin J. Keane Mark Elliot 68 12 0 22 May 2018
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 240 503 0 24 Apr 2018
GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning Siyu Huang Xi Li Zhi-Qi Cheng Zhongfei Zhang Alexander G. Hauptmann 83 56 0 19 Apr 2018
Fast Neural Architecture Construction using EnvelopeNets Purushotham Kamath Abhishek Singh Debo Dutta 3DPC 78 7 0 18 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma Mete Ozay Takayuki Okatani 135 87 0 01 Mar 2018
Stochastic Hyperparameter Optimization through Hypernetworks Jonathan Lorraine David Duvenaud 86 140 0 26 Feb 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 87 713 0 26 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 129 1,350 0 10 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 174 2,777 0 09 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 282 3,052 0 05 Feb 2018
Towards an unanimous international regulatory body for responsible use of Artificial Intelligence [UIRB-AI] R. Chidambaram 25 0 0 21 Dec 2017
Progressive Neural Architecture Search Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Wei Hua Li Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Patrick Murphy 176 2,000 0 02 Dec 2017
Simple And Efficient Architecture Search for Convolutional Neural Networks T. Elsken J. H. Metzen Frank Hutter 95 232 0 13 Nov 2017