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
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks Yiping Song Zequn Liu Wei Bi Rui Yan Ming Zhang 59 35 0 31 Oct 2019
Fast Hardware-Aware Neural Architecture Search Li Zhang Yuqing Yang Yuhang Jiang Wenwu Zhu Yunxin Liu 3DV 68 61 0 25 Oct 2019
Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling Heung-Chang Lee Do-Guk Kim Bohyung Han 54 6 0 23 Oct 2019
NASIB: Neural Architecture Search withIn Budget Abhishek Singh Anubhav Garg Jinan Zhou S. Dubey Debo Dutta 36 2 0 19 Oct 2019
Adaptive and Iteratively Improving Recurrent Lateral Connections Barak Battash Lior Wolf 50 2 0 16 Oct 2019
One-Shot Neural Architecture Search via Self-Evaluated Template Network Xuanyi Dong Yezhou Yang ViT 65 185 0 13 Oct 2019
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey Bin Qian Jie Su Z. Wen D. N. Jha Yinhao Li ... Albert Y. Zomaya Omer F. Rana Lizhe Wang Maciej Koutny R. Ranjan 73 4 0 11 Oct 2019
Searching for A Robust Neural Architecture in Four GPU Hours Xuanyi Dong Yezhou Yang 196 656 0 10 Oct 2019
Improving One-shot NAS by Suppressing the Posterior Fading Xiang Li Chen Lin Chuming Li Ming Sun Wei Wu Junjie Yan Wanli Ouyang 72 78 0 06 Oct 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
Pruning from Scratch Yulong Wang Xiaolu Zhang Lingxi Xie Jun Zhou Hang Su Bo Zhang Xiaolin Hu 77 196 0 27 Sep 2019
Balanced One-shot Neural Architecture Optimization Renqian Luo Tao Qin Enhong Chen BDL 69 14 0 24 Sep 2019
Scheduled Differentiable Architecture Search for Visual Recognition Zhaofan Qiu Ting Yao Yiheng Zhang Yongdong Zhang Tao Mei OOD 50 3 0 23 Sep 2019
Graph-guided Architecture Search for Real-time Semantic Segmentation Peiwen Lin Peng Sun Guangliang Cheng Sirui Xie Xi Li Jianping Shi GNN 3DPC 75 95 0 15 Sep 2019
DARTS+: Improved Differentiable Architecture Search with Early Stopping Hanwen Liang Shifeng Zhang Jiacheng Sun Xingqiu He Weiran Huang Kechen Zhuang Zhenguo Li 100 290 0 13 Sep 2019
Neural Architecture Search in Embedding Space Chunmiao Liu 61 0 0 09 Sep 2019
Hyper-Graph-Network Decoders for Block Codes Eliya Nachmani Lior Wolf 67 73 0 05 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
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
Feature Partitioning for Efficient Multi-Task Architectures Alejandro Newell Lu Jiang Chong-Jun Wang Li Li Jia Deng 89 17 0 12 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 194 1,480 0 02 Aug 2019
Efficient Novelty-Driven Neural Architecture Search Miao Zhang Huiqi Li Shirui Pan Taoping Liu Steven W. Su 52 1 0 22 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 151 612 0 12 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
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search Xiangxiang Chu Bo Zhang Ruijun Xu 138 334 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
Evolving Robust Neural Architectures to Defend from Adversarial Attacks Shashank Kotyan Danilo Vasconcellos Vargas OOD AAML 81 36 0 27 Jun 2019
Densely Connected Search Space for More Flexible Neural Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Yuan Li Wenyu Liu Xinggang Wang 120 125 0 23 Jun 2019
A Study of the Learning Progress in Neural Architecture Search Techniques Prabhant Singh Tobias Jacobs S. Nicolas Mischa Schmidt 3DV 58 11 0 18 Jun 2019
Weight Agnostic Neural Networks Adam Gaier David R Ha OOD 67 242 0 11 Jun 2019
One-Shot Neural Architecture Search via Compressive Sensing Minsu Cho Mohammadreza Soltani Chinmay Hegde 70 17 0 07 Jun 2019
Zero-shot task adaptation by homoiconic meta-mapping Andrew Kyle Lampinen James L. McClelland 59 1 0 23 May 2019
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search Youhei Akimoto Shinichi Shirakawa Nozomu Yoshinari Kento Uchida Shota Saito K. Nishida 77 87 0 21 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML Tonmoy Saikia Yassine Marrakchi Arber Zela Frank Hutter Thomas Brox 111 79 0 17 May 2019
Efficient Optimization of Loops and Limits with Randomized Telescoping Sums Alex Beatson Ryan P. Adams 77 21 0 16 May 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search Hongpeng Zhou Minghao Yang Jun Wang Wei Pan BDL 103 202 0 13 May 2019
Dynamic Routing Networks Shaofeng Cai Yao Shu Wei Wang Beng Chin Ooi 50 3 0 13 May 2019
Differentiable Architecture Search with Ensemble Gumbel-Softmax Jianlong Chang Xinbang Zhang Yiwen Guo Gaofeng Meng Shiming Xiang Chunhong Pan 3DPC 51 18 0 06 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 103 259 0 04 May 2019
Routing Networks and the Challenges of Modular and Compositional Computation Clemens Rosenbaum Ignacio Cases Matthew D Riemer Tim Klinger 77 84 0 29 Apr 2019
Neural Architecture Search for Deep Face Recognition Ning Zhu CVBM 60 9 0 21 Apr 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 100 122 0 20 Apr 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 147 1,849 0 10 Apr 2019
Intra-Ensemble in Neural Networks Yuan Gao Zixiang Cai Chen Sun FedML UQCV 47 5 0 09 Apr 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? Yunyang Xiong Ronak R. Mehta Vikas Singh 101 33 0 08 Apr 2019
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha Jie Liu Diana Marculescu 90 285 0 05 Apr 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun 196 941 0 31 Mar 2019
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu Thomas Huang 79 56 0 27 Mar 2019
DetNAS: Backbone Search for Object Detection Yukang Chen Tong Yang Xinming Zhang Gaofeng Meng Xinyu Xiao Jian Sun 128 265 0 26 Mar 2019