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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
Max and Coincidence Neurons in Neural Networks Albert Lee Kang L. Wang 16 1 0 04 Oct 2021
An Analysis of Super-Net Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 75 6 0 04 Oct 2021
DAAS: Differentiable Architecture and Augmentation Policy Search Xiaoxing Wang Xiangxiang Chu Junchi Yan Xiaokang Yang 52 5 0 30 Sep 2021
$L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning$ L $^{2}$ NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning Keith G. Mills Fred X. Han Mohammad Salameh Seyed Saeed Changiz Rezaei Linglong Kong Wei Lu Shuo Lian Shangling Jui Di Niu 79 10 0 25 Sep 2021
Search For Deep Graph Neural Networks Guosheng Feng Chunnan Wang Hongzhi Wang GNN 65 24 0 21 Sep 2021
Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework Mohamed Bennai Alberto Marchisio Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif 98 34 0 20 Sep 2021
G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency Yongan Zhang Haoran You Yonggan Fu Tong Geng Ang Li Yingyan Lin GNN 90 29 0 18 Sep 2021
Self-Supervised Neural Architecture Search for Imbalanced Datasets A. Timofeev Grigorios G. Chrysos Volkan Cevher OOD 60 5 0 17 Sep 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking Chi Hu Chenglong Wang Xiangnan Ma Xia Meng Yinqiao Li Tong Xiao Jingbo Zhu Changliang Li 77 11 0 15 Sep 2021
Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search Lianbo Ma Nan Li Guo-Ding Yu Xiao Geng Min Huang Xingwei Wang 74 56 0 14 Sep 2021
DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture Kaichen Zhou Lanqing Hong Shuailiang Hu Fengwei Zhou Binxin Ru Jiashi Feng Zhenguo Li 84 10 0 13 Sep 2021
Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search Zhixiong Yue Pengxin Guo Yu Zhang 61 1 0 12 Sep 2021
Neural Ensemble Search via Bayesian Sampling Yao Shu Yizhou Chen Zhongxiang Dai Bryan Kian Hsiang Low BDL 63 8 0 06 Sep 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Haoyue Bai Fengwei Zhou Lanqing Hong Nanyang Ye Shueng-Han Gary Chan Zhenguo Li OOD UQCV 73 44 0 05 Sep 2021
Edge-featured Graph Neural Architecture Search Shaofei Cai Liang Li Xinzhe Han Zhengjun Zha Qingming Huang 54 7 0 03 Sep 2021
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization Yao Shu Shaofeng Cai Zhongxiang Dai Beng Chin Ooi K. H. Low 98 44 0 02 Sep 2021
Searching for Efficient Multi-Stage Vision Transformers Yi-Lun Liao S. Karaman Vivienne Sze ViT 78 19 0 01 Sep 2021
Problem Learning: Towards the Free Will of Machines Yongfeng Zhang FaML 65 2 0 01 Sep 2021
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision Yue Liu Xinyang Jiang Donglin Bai Yuge Zhang Ningxin Zheng Xuanyi Dong Lu Liu Yuqing Yang Dongsheng Li 73 10 0 30 Aug 2021
Differentiable Convolution Search for Point Cloud Processing Xing Nie Yongcheng Liu Shaohong Chen Jianlong Chang Chunlei Huo Gaofeng Meng Qi Tian Weiming Hu Chunhong Pan 3DPC 67 6 0 29 Aug 2021
Analyzing and Mitigating Interference in Neural Architecture Search Jin Xu Xu Tan Kaitao Song Renqian Luo Yichong Leng Tao Qin Tie-Yan Liu Jian Li MoMe 91 29 0 29 Aug 2021
Continual learning under domain transfer with sparse synaptic bursting Shawn L. E. Beaulieu Jeff Clune Nick Cheney CLL OOD 75 1 0 26 Aug 2021
Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics Wuyang Chen Xinyu Gong Junru Wu Yunchao Wei Humphrey Shi Zhicheng Yan Yi Yang Zhangyang Wang 78 10 0 26 Aug 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 81 10 0 25 Aug 2021
iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization Huiqun Wang Ruijie Yang Di Huang Yunhong Wang 61 27 0 25 Aug 2021
Pooling Architecture Search for Graph Classification Lan Wei Huan Zhao Quanming Yao Zhiqiang He AI4CE 84 73 0 24 Aug 2021
MS-DARTS: Mean-Shift Based Differentiable Architecture Search J. Hsieh Ming-Ching Chang Ping-Yang Chen Santanu Santra Cheng-Han Chou Chih-Sheng Huang OOD 54 2 0 23 Aug 2021
Trends in Neural Architecture Search: Towards the Acceleration of Search Youngkee Kim Won Joon Yun Youn Kyu Lee Soyi Jung Joongheon Kim 23 5 0 19 Aug 2021
Single-DARTS: Towards Stable Architecture Search Pengfei Hou Ying Jin Yukang Chen 51 7 0 18 Aug 2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving Ruochen Wang Xiangning Chen Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh 117 13 0 18 Aug 2021
BN-NAS: Neural Architecture Search with Batch Normalization Boyu Chen Peixia Li Baopu Li Chen Lin Chuming Li Ming Sun Junjie Yan Wanli Ouyang 82 31 0 16 Aug 2021
CONet: Channel Optimization for Convolutional Neural Networks Mahdi S. Hosseini Jing Zhang Zhe Liu André Fu Jingxuan Su Mathieu Tuli Sepehr Hosseini Arsh Kadakia Haoran Wang Konstantinos N. Plataniotis 52 4 0 15 Aug 2021
FOX-NAS: Fast, On-device and Explainable Neural Architecture Search Chia-Hsiang Liu Yu-Shin Han Yuan-Yao Sung Yi Lee Hung-Yueh Chiang Kai-Chiang Wu 61 12 0 14 Aug 2021
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search C. Termritthikun Yeshi Jamtsho Jirarat Ieamsaard P. Muneesawang Ivan Lee 49 49 0 13 Aug 2021
Is Differentiable Architecture Search truly a One-Shot Method? Jonas Geiping Jovita Lukasik Margret Keuper Michael Moeller 106 0 0 12 Aug 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Shangshang Yang Ye Tian Xiaoshu Xiang Shichen Peng Xing-yi Zhang 58 22 0 10 Aug 2021
Rethinking Architecture Selection in Differentiable NAS Ruochen Wang Minhao Cheng Xiangning Chen Xiaocheng Tang Cho-Jui Hsieh 93 178 0 10 Aug 2021
Knowledge accumulating: The general pattern of learning Zhuoran Xu Hao Liu CLL 74 0 0 09 Aug 2021
Learning to Rank Ace Neural Architectures via Normalized Discounted Cumulative Gain Yuge Zhang Quan Zhang Li Zhang Yaming Yang Chenqian Yan Xiaotian Gao Yuqing Yang 123 0 0 06 Aug 2021
Generic Neural Architecture Search via Regression Yuhong Li Cong Hao Pan Li Jinjun Xiong Deming Chen 116 30 0 04 Aug 2021
Efficient Neural Architecture Search with Performance Prediction Ibrahim Alshubaily 48 3 0 04 Aug 2021
AdvRush: Searching for Adversarially Robust Neural Architectures J. Mok Byunggook Na Hyeokjun Choe Sungroh Yoon OOD AAML 85 45 0 03 Aug 2021
Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints Jing Liu Bohan Zhuang Mingkui Tan Xu Liu Dinh Q. Phung Yuanqing Li Jianfei Cai 61 0 0 03 Aug 2021
FLASH: Fast Neural Architecture Search with Hardware Optimization Guihong Li Sumit K. Mandal Ümit Y. Ogras R. Marculescu 81 20 0 01 Aug 2021
Few-Shot and Continual Learning with Attentive Independent Mechanisms Eugene Lee Cheng-Han Huang Chen-Yi Lee CLL 60 25 0 29 Jul 2021
Pseudo-LiDAR Based Road Detection Libo Sun Haokui Zhang Wei Yin 38 19 0 28 Jul 2021
Improving Video Instance Segmentation via Temporal Pyramid Routing Xiangtai Li Hao He Yibo Yang Henghui Ding Kuiyuan Yang Guangliang Cheng Yunhai Tong Jianping Shi VOS 85 12 0 28 Jul 2021
Bias Loss for Mobile Neural Networks L. Abrahamyan Valentin Ziatchin Yiming Chen Nikos Deligiannis 45 14 0 23 Jul 2021
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits Hanrui Wang Yongshan Ding Jiaqi Gu Zirui Li Chengyue Wu David Z. Pan Frederic T. Chong Song Han 123 186 0 22 Jul 2021
AutoBERT-Zero: Evolving BERT Backbone from Scratch Jiahui Gao Hang Xu Han Shi Xiaozhe Ren Philip L. H. Yu Xiaodan Liang Xin Jiang Zhenguo Li 85 37 0 15 Jul 2021