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Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

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Title
Neural Predictor for Neural Architecture SearchEuropean Conference on Computer Vision (ECCV), 2019 W. Wen Hanxiao Liu Xue Yang Yiran Chen Gabriel Bender Pieter-Jan Kindermans 220 219 0 02 Dec 2019
DEGAS: Differentiable Efficient Generator Search Sivan Doveh Raja Giryes 175 22 0 02 Dec 2019
Data-Driven Compression of Convolutional Neural Networks Ramit Pahwa Manoj Ghuhan Arivazhagan Ankur Garg S. Krishnamoorthy Rohit Saxena Sunav Choudhary 72 3 0 28 Nov 2019
AdaShare: Learning What To Share For Efficient Deep Multi-Task LearningNeural Information Processing Systems (NeurIPS), 2019 Ximeng Sun Yikang Shen Rogerio Feris Kate Saenko 253 305 0 27 Nov 2019
Ranking architectures using meta-learning Alina Dubatovka Efi Kokiopoulou L. Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent 96 1 0 26 Nov 2019
Meta-Learning of Neural Architectures for Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2019 T. Elsken B. Staffler J. H. Metzen Katharina Eggensperger 306 156 0 25 Nov 2019
SM-NAS: Structural-to-Modular Neural Architecture Search for Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2019 Lewei Yao Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li 219 81 0 22 Nov 2019
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS Han Shi Renjie Pi Hang Xu Zhenguo Li James T. Kwok Tong Zhang 342 32 0 21 Nov 2019
ImmuNeCS: Neural Committee Search by an Artificial Immune System L. Frachon Wei Pang George Macleod Coghill 152 9 0 18 Nov 2019
ASCAI: Adaptive Sampling for acquiring Compact AI Mojan Javaheripi Mohammad Samragh T. Javidi F. Koushanfar 98 2 0 15 Nov 2019
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design J. Dean 152 83 0 13 Nov 2019
RAPDARTS: Resource-Aware Progressive Differentiable Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2019 Sam Green C. Vineyard Ryan L. Helinski Ç. Koç 86 3 0 08 Nov 2019
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural AcceleratorsIEEE transactions on computers (IEEE Trans. Comput.), 2019 Weiwen Jiang Qiuwen Lou Zheyu Yan Lei Yang Jiaxi Hu X. S. Hu Yiyu Shi 517 80 0 31 Oct 2019
Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters Kaifeng Bi Changping Hu Lingxi Xie Xin Chen Longhui Wei Qi Tian 244 54 0 25 Oct 2019
Fast Hardware-Aware Neural Architecture Search Li Zhang Yuqing Yang Yuhang Jiang Wenwu Zhu Yunxin Liu 3DV 185 66 0 25 Oct 2019
Efficient Decoupled Neural Architecture Search by Structure and Operation SamplingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Heung-Chang Lee Do-Guk Kim Bohyung Han 82 6 0 23 Oct 2019
How can AI Automate End-to-End Data Science? Charu C. Aggarwal Djallel Bouneffouf Horst Samulowitz Beat Buesser T. Hoang ... Tejaswini Pedapati Parikshit Ram Ambrish Rawat Martin Wistuba Alexander G. Gray 236 14 0 22 Oct 2019
NASIB: Neural Architecture Search withIn Budget Abhishek Singh Anubhav Garg Jinan Zhou S. Dubey Debo Dutta 105 2 0 19 Oct 2019
Tiny Video NetworksApplied AI Letters (AA), 2019 A. Piergiovanni A. Angelova Michael S. Ryoo 299 50 0 15 Oct 2019
Optimizing Convolutional Neural Networks for Embedded Systems by Means of NeuroevolutionInternational Conference on Theory and Practice of Natural Computing (TPNC), 2019 Filip Badáň Lukás Sekanina 69 4 0 15 Oct 2019
Learning Generalisable Omni-Scale Representations for Person Re-IdentificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 308 260 0 15 Oct 2019
One-Shot Neural Architecture Search via Self-Evaluated Template NetworkIEEE International Conference on Computer Vision (ICCV), 2019 Xuanyi Dong Yezhou Yang ViT 264 199 0 13 Oct 2019
ClassyTune: A Performance Auto-Tuner for Systems in the CloudIEEE Transactions on Cloud Computing (IEEE TCC), 2019 Yuqing Zhu Jianxun Liu 53 14 0 12 Oct 2019
Flexible Multi-task Networks by Learning Parameter Allocation Krzysztof Maziarz Efi Kokiopoulou Andrea Gesmundo L. Sbaiz Gábor Bartók Jesse Berent 187 13 0 10 Oct 2019
Searching for A Robust Neural Architecture in Four GPU HoursComputer Vision and Pattern Recognition (CVPR), 2019 Xuanyi Dong Yezhou Yang 359 689 0 10 Oct 2019
Differentiable Sparsification for Deep Neural Networks Yognjin Lee 272 7 0 08 Oct 2019
Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent Dilin Wang Meng Li Lemeng Wu Vikas Chandra Qiang Liu 253 23 0 07 Oct 2019
Policies Modulating Trajectory GeneratorsConference on Robot Learning (CoRL), 2018 Atil Iscen Ken Caluwaerts Jie Tan Tingnan Zhang Erwin Coumans Vikas Sindhwani Vincent Vanhoucke 164 140 0 07 Oct 2019
Improving One-shot NAS by Suppressing the Posterior FadingComputer Vision and Pattern Recognition (CVPR), 2019 Xiang Li Chen Lin Chuming Li Ming Sun Wei Wu Junjie Yan Wanli Ouyang 132 79 0 06 Oct 2019
How does topology influence gradient propagation and model performance of deep networks with DenseNet-type skip connections? Kartikeya Bhardwaj Guihong Li R. Marculescu 222 1 0 02 Oct 2019
Automated design of error-resilient and hardware-efficient deep neural networks Christoph Schorn T. Elsken Sebastian Vogel Armin Runge A. Guntoro G. Ascheid AAML 143 34 0 30 Sep 2019
Training convolutional neural networks with cheap convolutions and online distillation Jiao Xie Shaohui Lin Yichen Zhang Linkai Luo 163 14 0 28 Sep 2019
Constrained deep neural network architecture search for IoT devices accounting hardware calibrationNeural Information Processing Systems (NeurIPS), 2019 Florian Scheidegger Luca Benini C. Bekas A. Malossi 3DV 139 16 0 24 Sep 2019
Understanding and Robustifying Differentiable Architecture SearchInternational Conference on Learning Representations (ICLR), 2019 Arber Zela T. Elsken Tonmoy Saikia Yassine Marrakchi Thomas Brox Katharina Eggensperger OOD AAML 277 394 0 20 Sep 2019
Genetic Neural Architecture Search for automatic assessment of human sperm imagesExpert systems with applications (ESWA), 2019 Erfan Miahi Seyed Abolghasem Mirroshandel Alexis Nasr 129 32 0 20 Sep 2019
Photorealistic Material Editing Through Direct Image Manipulation K. Zsolnai-Fehér Peter Wonka Michael Wimmer DiffM 100 8 0 12 Sep 2019
CARS: Continuous Evolution for Efficient Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2019 Zhaohui Yang Yunhe Wang Xinghao Chen Boxin Shi Chao Xu Chunjing Xu Qi Tian Chang Xu 314 255 0 11 Sep 2019
Auto-GNN: Neural Architecture Search of Graph Neural NetworksFrontiers in Big Data (FBD), 2019 Kaixiong Zhou Qingquan Song Xiao Huang Helen Zhou GNN 236 205 0 07 Sep 2019
Efficient Automatic Meta Optimization Search for Few-Shot LearningChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2019 Xinyue Zheng Xuanjing Huang Qigang Wang Peng Wang Feiyu Xu 70 0 0 06 Sep 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object DetectionNeural Information Processing Systems (NeurIPS), 2019 Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 156 57 0 05 Sep 2019
MANAS: Multi-Agent Neural Architecture SearchMachine-mediated learning (ML), 2019 Vasco Lopes Fabio Maria Carlucci P. Esperança Marco Singh Victor Gabillon Antoine Yang Hang Xu Zewei Chen Jun Wang 286 25 0 03 Sep 2019
On the Bounds of Function ApproximationsInternational Conference on Artificial Neural Networks (ICANN), 2019 Adrian de Wynter 106 3 0 26 Aug 2019
Neural Architecture Search by Estimation of Network Structure Distributions A. Muravev Jenni Raitoharju Moncef Gabbouj OOD 184 1 0 19 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2019 Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 214 38 0 16 Aug 2019
Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks Yunxiang Zhang Chenglong Zhao Bingbing Ni Jian Zhang Haoran Deng 95 2 0 06 Aug 2019
AutoML: A Survey of the State-of-the-ArtKnowledge-Based Systems (KBS), 2019 Xin He Kaiyong Zhao Xiaowen Chu 657 1,655 0 02 Aug 2019
Particle Swarm Optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable BlocksIEEE Congress on Evolutionary Computation (CEC), 2019 Bin Wang Bing Xue Mengjie Zhang 191 54 0 29 Jul 2019
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation Maria G. Baldeon Calisto S. Lai-Yuen 143 15 0 26 Jul 2019
Co-Evolutionary Compression for Unpaired Image TranslationIEEE International Conference on Computer Vision (ICCV), 2019 Han Shu Yunhe Wang Xu Jia Kai Han Hanting Chen Chunjing Xu Qi Tian Chang Xu 117 93 0 25 Jul 2019
Towards AutoML in the presence of Drift: first resultsInternational Joint Conference on Artificial Intelligence (IJCAI), 2018 Jorge G. Madrid Hugo Jair Escalante E. Morales Wei-Wei Tu Yang Yu Lisheng Sun-Hosoya Isabelle M Guyon Michele Sebag 113 25 0 24 Jul 2019