Title
Neural Architecture Search via Combinatorial Multi-Armed BanditIEEE International Joint Conference on Neural Network (IJCNN), 2021 Hanxun Huang Jiabo He S. Erfani James Bailey 129 5 0 01 Jan 2021
Learning by Self-Explanation, with Application to Neural Architecture Search Ramtin Hosseini P. Xie 242 5 0 23 Dec 2020
Small-Group Learning, with Application to Neural Architecture Search Xuefeng Du P. Xie 186 3 0 23 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse SpacesIEEE International Conference on Computer Vision (ICCV), 2020 Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 394 46 0 16 Dec 2020
EfficientPose: Efficient Human Pose Estimation with Neural Architecture SearchComputational Visual Media (CVM), 2020 Wenqiang Zhang Jiemin Fang Xinggang Wang Wenyu Liu 3DH 214 50 0 13 Dec 2020
DSRNA: Differentiable Search of Robust Neural ArchitecturesComputer Vision and Pattern Recognition (CVPR), 2020 Ramtin Hosseini Xingyi Yang P. Xie OOD AAML 193 56 0 11 Dec 2020
Skillearn: Machine Learning Inspired by Humans' Learning Skills P. Xie Xuefeng Du Hao Ban 164 7 0 09 Dec 2020
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 206 4 0 30 Nov 2020
Optimizing the Neural Architecture of Reinforcement Learning Agents Nina Mazyavkina S. Moustafa I. Trofimov Evgeny Burnaev AI4CE 215 6 0 30 Nov 2020
Inter-layer Transition in Neural Architecture SearchPattern Recognition (Pattern Recognit.), 2020 Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 201 5 0 30 Nov 2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient AccumulationIEEE International Conference on Computer Vision (ICCV), 2020 Xiaoxing Wang Xiangxiang Chu Yuda Fan Zhexi Zhang Bo Zhang Yunbo Wang Junchi Yan 218 5 0 23 Nov 2020
Effective, Efficient and Robust Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2020 Zhixiong Yue Xiaoyuan Zhang Xiaonan Huang Yu Zhang AAML 120 22 0 19 Nov 2020
Stretchable Cells Help DARTS Search Better Tao Huang Shan You Jianlong Wu Zhuozhuo Tu Haiwei Yang Chao Qian Changshui Zhang 152 0 0 18 Nov 2020
Effective Model Compression via Stage-wise Pruning Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou SyDa 233 1 0 10 Nov 2020
Adaptive Linear Span Network for Object Skeleton Detection Chang-rui Liu Yunjie Tian Jianbin Jiao QiXiang Ye 153 28 0 08 Nov 2020
FDNAS: Improving Data Privacy and Model Diversity in AutoML Chunhui Zhang Yongyuan Liang Xiaoming Yuan Lei Cheng FedML 74 1 0 06 Nov 2020
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing Zitong Yu Jun Wan Yunxiao Qin Amritpal Singh Stan Z. Li Guoying Zhao CVBM 179 241 0 03 Nov 2020
Self-supervised Representation Learning for Evolutionary Neural Architecture SearchIEEE Computational Intelligence Magazine (IEEE CIM), 2020 Chen Wei Yiping Tang Chuang Niu Haihong Hu Yue Wang Jimin Liang 210 23 0 31 Oct 2020
Learning Invariances in Neural Networks Gregory W. Benton Marc Finzi Pavel Izmailov A. Wilson 166 76 0 22 Oct 2020
G-DARTS-A: Groups of Channel Parallel Sampling with Attention Zhaowen Wang Wei Zhang Zhiming Wang 95 3 0 16 Oct 2020
How Does Supernet Help in Neural Architecture Search? Yuge Zhang Quanlu Zhang Yaming Yang 200 10 0 16 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 181 19 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 131 2 0 12 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2020 Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 210 53 0 02 Oct 2020
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search Cristian Cioflan Radu Timofte 81 2 0 29 Sep 2020
Disentangled Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2020 Xinyue Zheng Xuanjing Huang Qigang Wang Peng Wang AI4CE 135 4 0 24 Sep 2020
MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search Kengo Machida Kuniaki Uto Koichi Shinoda Taiji Suzuki 132 0 0 19 Sep 2020
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search Zixiang Ding Yaran Chen Nannan Li Dongbin Zhao 192 0 0 18 Sep 2020
DANCE: Differentiable Accelerator/Network Co-ExplorationDesign Automation Conference (DAC), 2020 Kanghyun Choi Deokki Hong Hojae Yoon Joonsang Yu Youngsok Kim Jinho Lee 235 48 0 14 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 133 48 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A SurveyComplex & Intelligent Systems (CIS), 2020 Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 185 172 0 12 Sep 2020
Understanding the wiring evolution in differentiable neural architecture searchInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Sirui Xie Shou-Yong Hu Xinjiang Wang Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 212 9 0 02 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsInternational Conference on Learning Representations (ICLR), 2020 Xiangxiang Chu Xiaoxing Wang Bo Zhang Shun Lu Xiaolin K. Wei Junchi Yan 242 180 0 02 Sep 2020
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks Guohao Li Mengmeng Xu Silvio Giancola Ali K. Thabet Guohao Li 3DPC 145 9 0 24 Aug 2020
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks Arber Zela Julien N. Siems Lucas Zimmer Jovita Lukasik Margret Keuper Katharina Eggensperger 328 93 0 22 Aug 2020
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition Zitong Yu Benjia Zhou Jun Wan Pichao Wang Zhaodong Sun Xin Liu Stan Z. Li Guoying Zhao 3DPC 228 109 0 21 Aug 2020
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation Dewen Zeng Weiwen Jiang Tianchen Wang Xiaowei Xu Haiyun Yuan Meiping Huang Jian Zhuang Jiaxi Hu Yiyu Shi 137 8 0 17 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search MethodIEEE Access (IEEE Access), 2020 Fanghui Xue Y. Qi Jack Xin 104 4 0 10 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 347 117 0 04 Aug 2020
HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization Vasco Lopes L. A. Alexandre BDL 89 1 0 31 Jul 2020
Neural Architecture Search as Sparse SupernetAAAI Conference on Artificial Intelligence (AAAI), 2020 Yongpeng Wu Aoming Liu Zhiwu Huang Siwei Zhang Luc Van Gool 266 25 0 31 Jul 2020
What and Where: Learn to Plug Adapters via NAS for Multi-Domain LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 211 22 0 24 Jul 2020
On Adversarial Robustness: A Neural Architecture Search perspective Chaitanya Devaguptapu Devansh Agarwal Gaurav Mittal Pulkit Gopalani V. Balasubramanian OOD AAML 252 38 0 16 Jul 2020
NASGEM: Neural Architecture Search via Graph Embedding MethodAAAI Conference on Artificial Intelligence (AAAI), 2020 Hsin-Pai Cheng Tunhou Zhang Yixing Zhang Shiyu Li Feng Liang Feng Yan Meng Li Vikas Chandra Xue Yang Yiran Chen GNN 199 23 0 08 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 91 33 0 07 Jul 2020
Theory-Inspired Path-Regularized Differential Network Architecture Search Pan Zhou Caiming Xiong R. Socher Guosheng Lin 138 58 0 30 Jun 2020
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures Yawei Li Wen Li Martin Danelljan Lucas Beerens Shuhang Gu Luc Van Gool Radu Timofte 240 21 0 29 Jun 2020
Searching towards Class-Aware Generators for Conditional Generative Adversarial NetworksIEEE Signal Processing Letters (IEEE SPL), 2020 P. Zhou Lingxi Xie Xiaopeng Zhang Bingbing Ni Qi Tian 120 13 0 25 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 235 56 0 18 Jun 2020
DrNAS: Dirichlet Neural Architecture Search Xiangning Chen Ruochen Wang Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh OOD 476 116 0 18 Jun 2020

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PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search

International Conference on Learning Representations (ICLR), 2019

12 July 2019

Guo-Jun Qi

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Papers citing "PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search"

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Title
Neural Architecture Search via Combinatorial Multi-Armed BanditIEEE International Joint Conference on Neural Network (IJCNN), 2021 Hanxun Huang Jiabo He S. Erfani James Bailey 129 5 0 01 Jan 2021
Learning by Self-Explanation, with Application to Neural Architecture Search Ramtin Hosseini P. Xie 242 5 0 23 Dec 2020
Small-Group Learning, with Application to Neural Architecture Search Xuefeng Du P. Xie 186 3 0 23 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse SpacesIEEE International Conference on Computer Vision (ICCV), 2020 Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 394 46 0 16 Dec 2020
EfficientPose: Efficient Human Pose Estimation with Neural Architecture SearchComputational Visual Media (CVM), 2020 Wenqiang Zhang Jiemin Fang Xinggang Wang Wenyu Liu 3DH 214 50 0 13 Dec 2020
DSRNA: Differentiable Search of Robust Neural ArchitecturesComputer Vision and Pattern Recognition (CVPR), 2020 Ramtin Hosseini Xingyi Yang P. Xie OOD AAML 193 56 0 11 Dec 2020
Skillearn: Machine Learning Inspired by Humans' Learning Skills P. Xie Xuefeng Du Hao Ban 164 7 0 09 Dec 2020
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 206 4 0 30 Nov 2020
Optimizing the Neural Architecture of Reinforcement Learning Agents Nina Mazyavkina S. Moustafa I. Trofimov Evgeny Burnaev AI4CE 215 6 0 30 Nov 2020
Inter-layer Transition in Neural Architecture SearchPattern Recognition (Pattern Recognit.), 2020 Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 201 5 0 30 Nov 2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient AccumulationIEEE International Conference on Computer Vision (ICCV), 2020 Xiaoxing Wang Xiangxiang Chu Yuda Fan Zhexi Zhang Bo Zhang Yunbo Wang Junchi Yan 218 5 0 23 Nov 2020
Effective, Efficient and Robust Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2020 Zhixiong Yue Xiaoyuan Zhang Xiaonan Huang Yu Zhang AAML 120 22 0 19 Nov 2020
Stretchable Cells Help DARTS Search Better Tao Huang Shan You Jianlong Wu Zhuozhuo Tu Haiwei Yang Chao Qian Changshui Zhang 152 0 0 18 Nov 2020
Effective Model Compression via Stage-wise Pruning Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou SyDa 233 1 0 10 Nov 2020
Adaptive Linear Span Network for Object Skeleton Detection Chang-rui Liu Yunjie Tian Jianbin Jiao QiXiang Ye 153 28 0 08 Nov 2020
FDNAS: Improving Data Privacy and Model Diversity in AutoML Chunhui Zhang Yongyuan Liang Xiaoming Yuan Lei Cheng FedML 74 1 0 06 Nov 2020
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing Zitong Yu Jun Wan Yunxiao Qin Amritpal Singh Stan Z. Li Guoying Zhao CVBM 179 241 0 03 Nov 2020
Self-supervised Representation Learning for Evolutionary Neural Architecture SearchIEEE Computational Intelligence Magazine (IEEE CIM), 2020 Chen Wei Yiping Tang Chuang Niu Haihong Hu Yue Wang Jimin Liang 210 23 0 31 Oct 2020
Learning Invariances in Neural Networks Gregory W. Benton Marc Finzi Pavel Izmailov A. Wilson 166 76 0 22 Oct 2020
G-DARTS-A: Groups of Channel Parallel Sampling with Attention Zhaowen Wang Wei Zhang Zhiming Wang 95 3 0 16 Oct 2020
How Does Supernet Help in Neural Architecture Search? Yuge Zhang Quanlu Zhang Yaming Yang 200 10 0 16 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 181 19 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 131 2 0 12 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2020 Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 210 53 0 02 Oct 2020
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search Cristian Cioflan Radu Timofte 81 2 0 29 Sep 2020
Disentangled Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2020 Xinyue Zheng Xuanjing Huang Qigang Wang Peng Wang AI4CE 135 4 0 24 Sep 2020
MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search Kengo Machida Kuniaki Uto Koichi Shinoda Taiji Suzuki 132 0 0 19 Sep 2020
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search Zixiang Ding Yaran Chen Nannan Li Dongbin Zhao 192 0 0 18 Sep 2020
DANCE: Differentiable Accelerator/Network Co-ExplorationDesign Automation Conference (DAC), 2020 Kanghyun Choi Deokki Hong Hojae Yoon Joonsang Yu Youngsok Kim Jinho Lee 235 48 0 14 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 133 48 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A SurveyComplex & Intelligent Systems (CIS), 2020 Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 185 172 0 12 Sep 2020
Understanding the wiring evolution in differentiable neural architecture searchInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Sirui Xie Shou-Yong Hu Xinjiang Wang Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 212 9 0 02 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsInternational Conference on Learning Representations (ICLR), 2020 Xiangxiang Chu Xiaoxing Wang Bo Zhang Shun Lu Xiaolin K. Wei Junchi Yan 242 180 0 02 Sep 2020
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks Guohao Li Mengmeng Xu Silvio Giancola Ali K. Thabet Guohao Li 3DPC 145 9 0 24 Aug 2020
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks Arber Zela Julien N. Siems Lucas Zimmer Jovita Lukasik Margret Keuper Katharina Eggensperger 328 93 0 22 Aug 2020
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition Zitong Yu Benjia Zhou Jun Wan Pichao Wang Zhaodong Sun Xin Liu Stan Z. Li Guoying Zhao 3DPC 228 109 0 21 Aug 2020
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation Dewen Zeng Weiwen Jiang Tianchen Wang Xiaowei Xu Haiyun Yuan Meiping Huang Jian Zhuang Jiaxi Hu Yiyu Shi 137 8 0 17 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search MethodIEEE Access (IEEE Access), 2020 Fanghui Xue Y. Qi Jack Xin 104 4 0 10 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 347 117 0 04 Aug 2020
HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization Vasco Lopes L. A. Alexandre BDL 89 1 0 31 Jul 2020
Neural Architecture Search as Sparse SupernetAAAI Conference on Artificial Intelligence (AAAI), 2020 Yongpeng Wu Aoming Liu Zhiwu Huang Siwei Zhang Luc Van Gool 266 25 0 31 Jul 2020
What and Where: Learn to Plug Adapters via NAS for Multi-Domain LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 211 22 0 24 Jul 2020
On Adversarial Robustness: A Neural Architecture Search perspective Chaitanya Devaguptapu Devansh Agarwal Gaurav Mittal Pulkit Gopalani V. Balasubramanian OOD AAML 252 38 0 16 Jul 2020
NASGEM: Neural Architecture Search via Graph Embedding MethodAAAI Conference on Artificial Intelligence (AAAI), 2020 Hsin-Pai Cheng Tunhou Zhang Yixing Zhang Shiyu Li Feng Liang Feng Yan Meng Li Vikas Chandra Xue Yang Yiran Chen GNN 199 23 0 08 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 91 33 0 07 Jul 2020
Theory-Inspired Path-Regularized Differential Network Architecture Search Pan Zhou Caiming Xiong R. Socher Guosheng Lin 138 58 0 30 Jun 2020
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures Yawei Li Wen Li Martin Danelljan Lucas Beerens Shuhang Gu Luc Van Gool Radu Timofte 240 21 0 29 Jun 2020
Searching towards Class-Aware Generators for Conditional Generative Adversarial NetworksIEEE Signal Processing Letters (IEEE SPL), 2020 P. Zhou Lingxi Xie Xiaopeng Zhang Bingbing Ni Qi Tian 120 13 0 25 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 235 56 0 18 Jun 2020
DrNAS: Dirichlet Neural Architecture Search Xiangning Chen Ruochen Wang Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh OOD 476 116 0 18 Jun 2020

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