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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
MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data Lei Xu Shubhra (Santu) Karmaker K. Veeramachaneni AI4TS 42 4 0 28 Jun 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
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
Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Ravichandra Addanki S. Venkatakrishnan Shreyan Gupta Hongzi Mao Mohammad Alizadeh OOD OffRL 75 68 0 20 Jun 2019
SMILES-X: autonomous molecular compounds characterization for small datasets without descriptors G. Lambard Ekaterina Gracheva 71 21 0 20 Jun 2019
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures Hsin-Pai Cheng Tunhou Zhang Yukun Yang Feng Yan Shiyu Li Harris Teague H. Li Yiran Chen 77 11 0 19 Jun 2019
XNAS: Neural Architecture Search with Expert Advice Niv Nayman Asaf Noy T. Ridnik Itamar Friedman Rong Jin Lihi Zelnik-Manor 85 129 0 19 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
Prune and Replace NAS Kevin Laube A. Zell 66 13 0 18 Jun 2019
Sample-Efficient Neural Architecture Search by Learning Action Space Linnan Wang Saining Xie Teng Li Rodrigo Fonseca Yuandong Tian 64 45 0 17 Jun 2019
Scalable Neural Architecture Search for 3D Medical Image Segmentation Sungwoong Kim Ildoo Kim Sungbin Lim Woonhyuk Baek Chiheon Kim Hyungjoon Cho Boogeon Yoon Taesup Kim 154 76 0 13 Jun 2019
Neural Graph Evolution: Towards Efficient Automatic Robot Design Tingwu Wang Yuhao Zhou Sanja Fidler Jimmy Ba 65 63 0 12 Jun 2019
Continual and Multi-Task Architecture Search Ramakanth Pasunuru Joey Tianyi Zhou CLL 67 48 0 12 Jun 2019
NAS-FCOS: Fast Neural Architecture Search for Object Detection Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 104 193 0 11 Jun 2019
Weight Agnostic Neural Networks Adam Gaier David R Ha OOD 67 242 0 11 Jun 2019
BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget Jack Turner Elliot J. Crowley Michael F. P. O'Boyle Amos Storkey Gavia Gray 84 38 0 10 Jun 2019
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks W. Wen Feng Yan Yiran Chen H. Li 83 40 0 07 Jun 2019
One-Shot Neural Architecture Search via Compressive Sensing Minsu Cho Mohammadreza Soltani Chinmay Hegde 70 17 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 21 5 0 06 Jun 2019
Automated Machine Learning: State-of-The-Art and Open Challenges Radwa El Shawi Mohamed Maher Sherif Sakr 58 162 0 05 Jun 2019
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future Hongyin Luo Lan Jiang Yonatan Belinkov James R. Glass 56 13 0 04 Jun 2019
An Adaptive Random Path Selection Approach for Incremental Learning Jathushan Rajasegaran Munawar Hayat Salman Khan Fahad Shahbaz Khan Ling Shao Ming-Hsuan Yang ODL CLL 86 24 0 03 Jun 2019
Deeply-supervised Knowledge Synergy Dawei Sun Anbang Yao Aojun Zhou Hao Zhao 54 63 0 03 Jun 2019
Efficient Forward Architecture Search Hanzhang Hu John Langford R. Caruana Saurajit Mukherjee Eric Horvitz Debadeepta Dey 61 40 0 31 May 2019
On Network Design Spaces for Visual Recognition Ilija Radosavovic Justin Johnson Saining Xie Wan-Yen Lo Piotr Dollár 102 136 0 30 May 2019
Toward Runtime-Throttleable Neural Networks Jesse Hostetler 49 2 0 30 May 2019
Efficient Neural Architecture Search via Proximal Iterations Quanming Yao Ju Xu Wei-Wei Tu Zhanxing Zhu 114 104 0 30 May 2019
Reinforcement Learning and Adaptive Sampling for Optimized DNN Compilation Byung Hoon Ahn Prannoy Pilligundla H. Esmaeilzadeh 71 20 0 30 May 2019
CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks Weicheng Li Rui Wang Zhongzhi Luan Di Huang Zidong Du Yunji Chen D. Qian 27 1 0 28 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
Dynamic Cell Structure via Recursive-Recurrent Neural Networks Xin-Yao Qian M. Kennedy Diego Klabjan 21 0 0 25 May 2019
Network Pruning via Transformable Architecture Search Xuanyi Dong Yi Yang 3DPC 81 243 0 23 May 2019
Constrained Design of Deep Iris Networks Kien Nguyen Clinton Fookes Sridha Sridharan CVBM 3DV 63 19 0 23 May 2019
Exploring Structural Sparsity of Deep Networks via Inverse Scale Spaces Yanwei Fu Chen Liu Donghao Li Zuyuan Zhong Xinwei Sun Jinshan Zeng Yuan Yao 65 10 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
DARC: Differentiable ARchitecture Compression Shashank Singh A. Khetan Zohar Karnin AI4CE 53 7 0 20 May 2019
Which Tasks Should Be Learned Together in Multi-task Learning? Trevor Scott Standley Amir Zamir Dawn Chen Leonidas Guibas Jitendra Malik Silvio Savarese 148 520 0 18 May 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng Rongrong Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 96 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
AM-LFS: AutoML for Loss Function Search Chuming Li Yuan Xin Chen Lin Minghao Guo Wei Wu Wanli Ouyang Junjie Yan VLM 127 71 0 17 May 2019
Online Hyper-parameter Learning for Auto-Augmentation Strategy Chen Lin Minghao Guo Chuming Li Yuan Xin Wei Wu Dahua Lin Wanli Ouyang Junjie Yan ODL 71 84 0 17 May 2019
DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence Edvinas Byla Wei Pang 76 44 0 17 May 2019
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules Daniel Ho Eric Liang Ion Stoica Pieter Abbeel Xi Chen 98 405 0 14 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
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints Mengtian Li Ersin Yumer Deva Ramanan 72 49 0 12 May 2019
Single-Path NAS: Device-Aware Efficient ConvNet Design Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha Jie Liu Diana Marculescu 60 18 0 10 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
Data-Efficient Mutual Information Neural Estimator Xiaoyu Lin Indranil Sur Samuel A. Nastase Ajay Divakaran Uri Hasson Mohamed R. Amer DRL 71 21 0 08 May 2019