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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
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search Houwen Peng Hao Du Hongyuan Yu Qi Li Jing Liao Jianlong Fu 90 67 0 29 Oct 2020
SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching Haoyuan Zhang Yonghong Hou Pichao Wang Zihui Guo Wanqing Li 64 15 0 29 Oct 2020
Neural Architecture Search of SPD Manifold Networks R. Sukthanker Zhiwu Huang Suryansh Kumar Erik Goron Endsjo Yan Wu Luc Van Gool 110 14 0 27 Oct 2020
$μ$ NAS: Constrained Neural Architecture Search for Microcontrollers Edgar Liberis Łukasz Dudziak Nicholas D. Lane BDL 65 106 0 27 Oct 2020
Task-Aware Neural Architecture Search Cat P. Le Mohammadreza Soltani Robert J. Ravier Vahid Tarokh 57 10 0 27 Oct 2020
AutoPruning for Deep Neural Network with Dynamic Channel Masking Baopu Li Yanwen Fan Zhihong Pan Gang Zhang 93 1 0 22 Oct 2020
AutoML to Date and Beyond: Challenges and Opportunities Shubhra (Santu) Karmaker Md. Mahadi Hassan Micah J. Smith Lei Xu Chengxiang Zhai K. Veeramachaneni 176 233 0 21 Oct 2020
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 148 142 0 20 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks Jovita Lukasik David Friede Heiner Stuckenschmidt Margret Keuper GNN AI4CE 106 12 0 19 Oct 2020
G-DARTS-A: Groups of Channel Parallel Sampling with Attention Zhaowen Wang Wei Zhang Zhiming Wang 33 3 0 16 Oct 2020
How Does Supernet Help in Neural Architecture Search? Yuge Zhang Quanlu Zhang Yaming Yang 88 10 0 16 Oct 2020
AutoADR: Automatic Model Design for Ad Relevance Yiren Chen Yaming Yang Hong Sun Yujing Wang Yu Xu Wei Shen Rong Zhou Yunhai Tong Jing Bai Ruofei Zhang 77 3 0 14 Oct 2020
Measuring Visual Generalization in Continuous Control from Pixels J. E. Grigsby Yanjun Qi 43 25 0 13 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 67 16 0 13 Oct 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang Hongyang Li Shan You Fei Wang Chao Qian Zhouchen Lin 63 60 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 22 2 0 12 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 122 177 0 10 Oct 2020
Multi-path Neural Networks for On-device Multi-domain Visual Classification Qifei Wang Junjie Ke Joshua Greaves Grace Chu Gabriel Bender ... Andrew G. Howard Feng Yang Ming-Hsuan Yang Jeff Gilbert P. Milanfar 80 8 0 10 Oct 2020
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework Wenxiao Wang Minghao Chen Shuai Zhao Long Chen Jinming Hu Haifeng Liu Deng Cai Xiaofei He Wei Liu 122 60 0 10 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Jovita Lukasik David Friede Arber Zela Frank Hutter Margret Keuper 88 19 0 09 Oct 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks Ansel MacLaughlin Jwala Dhamala Anoop Kumar Sriram Venkatapathy Ragav Venkatesan Rahul Gupta 26 5 0 08 Oct 2020
Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu Mengzhang Li Zhanxing Zhu MedIm 59 73 0 07 Oct 2020
Stochastic analysis of heterogeneous porous material with modified neural architecture search (NAS) based physics-informed neural networks using transfer learning Hongwei Guo X. Zhuang Timon Rabczuk 87 84 0 03 Oct 2020
Neighbourhood Distillation: On the benefits of non end-to-end distillation Laetitia Shao Max Moroz Elad Eban Yair Movshovitz-Attias ODL 55 0 0 02 Oct 2020
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks Kun Yuan Quanquan Li Dapeng Chen Aojun Zhou Junjie Yan GNN 70 1 0 02 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 136 48 0 02 Oct 2020
Improving Auto-Augment via Augmentation-Wise Weight Sharing Keyu Tian Chen Lin Ming Sun Luping Zhou Junjie Yan Wanli Ouyang 89 48 0 30 Sep 2020
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search Cristian Cioflan Radu Timofte 27 2 0 29 Sep 2020
Grow-Push-Prune: aligning deep discriminants for effective structural network compression Qing Tian Tal Arbel James J. Clark 33 8 0 29 Sep 2020
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis Anjul Tyagi C. Xie Klaus Mueller 53 6 0 28 Sep 2020
Disentangled Neural Architecture Search Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi AI4CE 60 4 0 24 Sep 2020
Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot Jingtong Su Yihang Chen Tianle Cai Tianhao Wu Ruiqi Gao Liwei Wang Jason D. Lee 75 86 0 22 Sep 2020
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search Wei-wei Zhu Xipeng Qiu Yuan Ni Guotong Xie 53 18 0 22 Sep 2020
MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search Kengo Machida Kuniaki Uto Koichi Shinoda Taiji Suzuki 42 0 0 19 Sep 2020
ENAS4D: Efficient Multi-stage CNN Architecture Search for Dynamic Inference Zhihang Yuan Xin Liu Bingzhe Wu Guangyu Sun 33 4 0 19 Sep 2020
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search Zixiang Ding Yaran Chen Nannan Li Dongbin Zhao 51 0 0 18 Sep 2020
DANCE: Differentiable Accelerator/Network Co-Exploration Kanghyun Choi Deokki Hong Hojae Yoon Joonsang Yu Youngsok Kim Jinho Lee 68 45 0 14 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 81 42 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A Survey Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 111 155 0 12 Sep 2020
Disentangling Neural Architectures and Weights: A Case Study in Supervised Classification Nicolo Colombo Yang Gao 53 2 0 11 Sep 2020
An Efficient Quantitative Approach for Optimizing Convolutional Neural Networks Yuke Wang Boyuan Feng Xueqiao Peng Yufei Ding 3DV 43 1 0 11 Sep 2020
Binarized Neural Architecture Search for Efficient Object Recognition Hanlin Chen Lian Zhuo Baochang Zhang Xiawu Zheng Jianzhuang Liu Rongrong Ji David Doermann G. Guo MQ 47 18 0 08 Sep 2020
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution Ze Wang Xiuyuan Cheng Guillermo Sapiro Qiang Qiu 36 9 0 04 Sep 2020
AutoTrans: Automating Transformer Design via Reinforced Architecture Search Wei-wei Zhu Xiaoling Wang Xipeng Qiu Yuan Ni Guotong Xie 81 18 0 04 Sep 2020
S3NAS: Fast NPU-aware Neural Architecture Search Methodology Jaeseong Lee Duseok Kang S. Ha 90 10 0 04 Sep 2020
Auto-Classifier: A Robust Defect Detector Based on an AutoML Head Vasco Lopes L. A. Alexandre 51 8 0 03 Sep 2020
Understanding the wiring evolution in differentiable neural architecture search Sirui Xie Shou-Yong Hu Xinjiang Wang Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 78 9 0 02 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators Xiangxiang Chu Xiaoxing Wang Bo Zhang Shun Lu Xiaolin K. Wei Junchi Yan 89 168 0 02 Sep 2020
Adversarially Robust Neural Architectures Minjing Dong Yanxi Li Yunhe Wang Chang Xu AAML OOD 100 49 0 02 Sep 2020
Neural Architecture Search For Keyword Spotting Tong Mo Yu Mohammad Salameh Di Niu Shangling Jui 61 28 0 01 Sep 2020