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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
HAO: Hardware-aware neural Architecture Optimization for Efficient Inference Zhen Dong Yizhao Gao Qijing Huang J. Wawrzynek Hayden Kwok-Hay So Kurt Keutzer 79 37 0 26 Apr 2021
CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment Manas Sahni S. Varshini Alind Khare Alexey Tumanov 51 33 0 26 Apr 2021
Conditional super-network weights Kevin Laube A. Zell 45 0 0 23 Apr 2021
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding Shimin Di Quanming Yao Yongqi Zhang Lei Chen 91 16 0 22 Apr 2021
Making Differentiable Architecture Search less local Erik Bodin Federico Tomasi Zhenwen Dai 21 0 0 21 Apr 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 347 688 0 21 Apr 2021
BM-NAS: Bilevel Multimodal Neural Architecture Search Yihang Yin Siyu Huang Xiang Zhang 84 27 0 19 Apr 2021
Compact CNN Structure Learning by Knowledge Distillation Waqar Ahmed Andrea Zunino Pietro Morerio Vittorio Murino 117 5 0 19 Apr 2021
Neural Architecture Search for Image Super-Resolution Using Densely Constructed Search Space: DeCoNAS Joonyoung Ahn N. Cho 61 11 0 19 Apr 2021
Quantum Architecture Search via Deep Reinforcement Learning En-Jui Kuo Yao-Lung L. Fang Samuel Yen-Chi Chen AI4CE 90 90 0 15 Apr 2021
End-to-end Keyword Spotting using Neural Architecture Search and Quantization David Peter Wolfgang Roth Franz Pernkopf MQ 52 14 0 14 Apr 2021
Search to aggregate neighborhood for graph neural network Huan Zhao Quanming Yao Wei-Wei Tu GNN 88 92 0 14 Apr 2021
ExplainaBoard: An Explainable Leaderboard for NLP Pengfei Liu Jinlan Fu Yanghua Xiao Weizhe Yuan Shuaichen Chang Junqi Dai Yixin Liu Zihuiwen Ye Zi-Yi Dou Graham Neubig XAI LRM ELM 87 55 0 13 Apr 2021
Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search Yukun Liu Ta Li Pengyuan Zhang Yonghong Yan AI4TS 35 7 0 12 Apr 2021
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search Kaicheng Yu René Ranftl Mathieu Salzmann OOD 41 18 0 12 Apr 2021
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators Shamma Nasrin A. Shylendra Yuti Kadakia N. Iliev Wilfred Gomes Theja Tulabandhula A. R. Trivedi MQ 38 2 0 12 Apr 2021
AutoGL: A Library for Automated Graph Learning Ziwei Zhang Yijian Qin Zeyang Zhang Chaoyu Guan Jie Cai ... Beini Xie Yang Yao Yipeng Zhang Xin Eric Wang Wenwu Zhu 111 30 0 11 Apr 2021
Autoequivariant Network Search via Group Decomposition Sourya Basu A. Magesh Harshit Yadav Lav Varshney 71 6 0 10 Apr 2021
A Design Space Study for LISTA and Beyond Tianjian Meng Xiaohan Chen Yi Ding Zhangyang Wang 72 3 0 08 Apr 2021
Neural Feature Search for RGB-Infrared Person Re-Identification Yehansen Chen Lin Wan Zhihang Li Qianyan Jing Zongyuan Sun 104 145 0 06 Apr 2021
How Powerful are Performance Predictors in Neural Architecture Search? Colin White Arber Zela Binxin Ru Yang Liu Frank Hutter 77 129 0 02 Apr 2021
RetrievalFuse: Neural 3D Scene Reconstruction with a Database Yawar Siddiqui Justus Thies Fangchang Ma Qi Shan Matthias Nießner Pawan Goyal 3DV 73 37 0 31 Mar 2021
Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition Guangrun Wang Liang Lin Rongcong Chen Guangcong Wang Jiqi Zhang OOD 47 10 0 31 Mar 2021
Differentiable Network Adaption with Elastic Search Space Shaopeng Guo Yujie Wang Kun Yuan Quanquan Li 23 1 0 30 Mar 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Yufan He Dong Yang H. Roth Can Zhao Daguang Xu MedIm 74 64 0 29 Mar 2021
Rethinking Neural Operations for Diverse Tasks Nicholas Roberts M. Khodak Tri Dao Liam Li Christopher Ré Ameet Talwalkar AI4CE 88 23 0 29 Mar 2021
Ensemble-in-One: Learning Ensemble within Random Gated Networks for Enhanced Adversarial Robustness Yi Cai Xuefei Ning Huazhong Yang Yu Wang AAML 27 4 0 27 Mar 2021
A Practical Survey on Faster and Lighter Transformers Quentin Fournier G. Caron Daniel Aloise 137 105 0 26 Mar 2021
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks Hao Li Tianwen Fu Jifeng Dai Hongsheng Li Gao Huang Xizhou Zhu 94 29 0 25 Mar 2021
Learning Versatile Neural Architectures by Propagating Network Codes Mingyu Ding Yuqi Huo Haoyu Lu Linjie Yang Zhe Wang Zhiwu Lu Jingdong Wang Ping Luo AAML 90 13 0 24 Mar 2021
Fisher Task Distance and Its Application in Neural Architecture Search Cat P. Le Mohammadreza Soltani Juncheng Dong Vahid Tarokh FedML 108 8 0 23 Mar 2021
Enhanced Gradient for Differentiable Architecture Search Haichao Zhang K. Hao Lei Gao Xue-song Tang Bing Wei 27 8 0 23 Mar 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search Changlin Li Tao Tang Guangrun Wang Jiefeng Peng Bing Wang Xiaodan Liang Xiaojun Chang ViT 158 107 0 23 Mar 2021
AutoSpace: Neural Architecture Search with Less Human Interference Daquan Zhou Xiaojie Jin Xiaochen Lian Linjie Yang Yujing Xue Qibin Hou Jiashi Feng 68 10 0 22 Mar 2021
Accelerating GMRES with Deep Learning in Real-Time Kevin Luna Katherine Klymko Johannes P. Blaschke AI4CE 81 13 0 19 Mar 2021
GPNAS: A Neural Network Architecture Search Framework Based on Graphical Predictor Dige Ai Hong Zhang AI4CE 51 0 0 19 Mar 2021
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Kwanghee Choi Minyoung Choe Hyelee Lee SSL AI4CE 50 1 0 15 Mar 2021
Neural Architecture Search based on Cartesian Genetic Programming Coding Method Xuan Wu Linhan Jia Xiuyi Zhang Liang Chen Yanchun Liang You Zhou Chunguo Wu 45 0 0 12 Mar 2021
Interleaving Learning, with Application to Neural Architecture Search Hao Ban P. Xie 68 2 0 12 Mar 2021
Learning by Teaching, with Application to Neural Architecture Search Parth Sheth Yueyu Jiang P. Xie 64 4 0 11 Mar 2021
Fast and Accurate Model Scaling Piotr Dollár Mannat Singh Ross B. Girshick 75 98 0 11 Mar 2021
HSCoNAS: Hardware-Software Co-Design of Efficient DNNs via Neural Architecture Search Xiangzhong Luo Di Liu Shuo Huai Weichen Liu 47 6 0 11 Mar 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition Duo Li Jie Hu Changhu Wang Xiangtai Li Qi She Lei Zhu Tong Zhang Qifeng Chen BDL 84 306 0 10 Mar 2021
Trainless Model Performance Estimation for Neural Architecture Search Ekaterina Gracheva 41 3 0 10 Mar 2021
Efficient Model Performance Estimation via Feature Histories Shengcao Cao Xiaofang Wang Kris Kitani 120 1 0 07 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning Wonyong Jeong Hayeon Lee G. Park Eunyoung Hyung Jinheon Baek Sung Ju Hwang 95 10 0 02 Mar 2021
Automated Machine Learning on Graphs: A Survey Ziwei Zhang Xin Eric Wang Wenwu Zhu 111 87 0 01 Mar 2021
Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search Guoyang Xie Jinbao Wang Guo-Ding Yu Feng Zheng Yaochu Jin AAML 78 6 0 28 Feb 2021
Improved Automated Machine Learning from Transfer Learning Cat P. Le Mohammadreza Soltani Robert J. Ravier Vahid Tarokh 33 5 0 27 Feb 2021
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 57 7 0 27 Feb 2021