Papers citing 'Large-Scale Evolution of Image Classifiers'

Title
MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning Peiye Liu Bo Wu Huadong Ma Mingoo Seok 100 6 0 22 Jul 2019
Techniques for Automated Machine LearningSIGKDD Explorations (SIGKDD Explor.), 2019 Yi-Wei Chen Qingquan Song Helen Zhou 129 61 0 21 Jul 2019
Automated Machine Learning in Practice: State of the Art and Recent ResultsSwiss Conference on Data Science (SDS), 2019 Lukas Tuggener Mohammadreza Amirian Katharina Rombach Stefan Lörwald Anastasia Varlet Christian Westermann Thilo Stadelmann 146 74 0 19 Jul 2019
XferNAS: Transfer Neural Architecture Search Martin Wistuba 101 12 0 18 Jul 2019
Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network StructuresInternational Conference on Artificial Neural Networks (ICANN), 2019 Shota Saito Shinichi Shirakawa 91 3 0 15 Jul 2019
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture SearchInternational Conference on Learning Representations (ICLR), 2019 Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Guo-Jun Qi Qi Tian H. Xiong 375 666 0 12 Jul 2019
EPNAS: Efficient Progressive Neural Architecture SearchBritish Machine Vision Conference (BMVC), 2019 Yanqi Zhou Peng Wang Sercan O. Arik Haonan Yu Syed Zawad Feng Yan G. Diamos 117 5 0 07 Jul 2019
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression RatesAAAI Conference on Artificial Intelligence (AAAI), 2019 Ning Liu Xiaolong Ma Zhiyuan Xu Yanzhi Wang Jian Tang Jieping Ye 196 201 0 06 Jul 2019
Hardware/Software Co-Exploration of Neural ArchitecturesIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2019 Weiwen Jiang Lei Yang E. Sha Qingfeng Zhuge Shouzhen Gu Sakyasingha Dasgupta Yiyu Shi Jiaxi Hu 303 138 0 06 Jul 2019
Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for RegressionAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2019 Marcus Märtens Dario Izzo 118 10 0 03 Jul 2019
Evolving Robust Neural Architectures to Defend from Adversarial Attacks Shashank Kotyan Danilo Vasconcellos Vargas OOD AAML 147 36 0 27 Jun 2019
AGAN: Towards Automated Design of Generative Adversarial Networks Hanchao Wang Jun Huan GAN AI4CE 93 40 0 25 Jun 2019
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures Hsin-Pai Cheng Tunhou Zhang Yukun Yang Feng Yan Shiyu Li Harris Teague Xue Yang Yiran Chen 170 11 0 19 Jun 2019
Sample-Efficient Neural Architecture Search by Learning Action Space Linnan Wang Saining Xie Teng Li Rodrigo Fonseca Yuandong Tian 185 48 0 17 Jun 2019
Weight Agnostic Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Adam Gaier David R Ha OOD 190 254 0 11 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 267 48 0 08 Jun 2019
AutoGrow: Automatic Layer Growing in Deep Convolutional NetworksKnowledge Discovery and Data Mining (KDD), 2019 W. Wen Feng Yan Yiran Chen Xue Yang 167 41 0 07 Jun 2019
V-NAS: Neural Architecture Search for Volumetric Medical Image SegmentationInternational Conference on 3D Vision (3DV), 2019 Zhuotun Zhu Chenxi Liu Dong Yang Alan Yuille Daguang Xu 222 109 0 06 Jun 2019
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks Jie An Haoyi Xiong Jinwen Ma Jiebo Luo Jun Huan OOD 108 6 0 06 Jun 2019
Automated Machine Learning: State-of-The-Art and Open Challenges Radwa El Shawi Mohamed Maher Sherif Sakr 122 187 0 05 Jun 2019
Butterfly Transform: An Efficient FFT Based Neural Architecture DesignComputer Vision and Pattern Recognition (CVPR), 2019 Keivan Alizadeh-Vahid Anish K. Prabhu Ali Farhadi Mohammad Rastegari 225 55 0 05 Jun 2019
Neural networks grown and self-organized by noiseNeural Information Processing Systems (NeurIPS), 2019 G. Raghavan Matt Thomson 81 13 0 03 Jun 2019
Efficient Forward Architecture SearchNeural Information Processing Systems (NeurIPS), 2019 Hanzhang Hu John Langford R. Caruana Saurajit Mukherjee Eric Horvitz Debadeepta Dey 132 40 0 31 May 2019
Structure Learning for Neural Module NetworksConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Vardaan Pahuja Jie Fu Sarath Chandar C. Pal 119 8 0 27 May 2019
Constrained Design of Deep Iris NetworksIEEE Transactions on Image Processing (TIP), 2019 Kien Nguyen Clinton Fookes Sridha Sridharan CVBM 3DV 123 20 0 23 May 2019
Exploring Structural Sparsity of Deep Networks via Inverse Scale SpacesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Yanwei Fu Chen Liu Donghao Li Zuyuan Zhong Xinwei Sun Jinshan Zeng Xingtai Lv 189 13 0 23 May 2019
Evolving neural networks to follow trajectories of arbitrary complexityNeural Networks (NN), 2019 Benjamin Inden Jürgen Jost 54 0 0 21 May 2019
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture SearchInternational Conference on Machine Learning (ICML), 2019 Youhei Akimoto Shinichi Shirakawa Nozomu Yoshinari Kento Uchida Shota Saito K. Nishida 175 90 0 21 May 2019
Evolving Rewards to Automate Reinforcement Learning Aleksandra Faust Anthony G. Francis Dar Mehta 192 52 0 18 May 2019
AutoDispNet: Improving Disparity Estimation With AutoMLIEEE International Conference on Computer Vision (ICCV), 2019 Tonmoy Saikia Yassine Marrakchi Arber Zela Katharina Eggensperger Thomas Brox 228 84 0 17 May 2019
DeepSwarm: Optimising Convolutional Neural Networks using Swarm IntelligenceUK Workshop on Computational Intelligence (UCI), 2019 Edvinas Byla Wei Pang 108 46 0 17 May 2019
Regularized Evolutionary Algorithm for Dynamic Neural Topology SearchInternational Conference on Image Analysis and Processing (ICIAP), 2019 Cristiano Saltori Subhankar Roy Andrii Zadaianchuk Giovanni Iacca 71 7 0 15 May 2019
Automatic Model Selection for Neural Networks David Laredo Yulin Qin O. Schütze Jianqiao Sun BDL 90 17 0 15 May 2019
Tabular Benchmarks for Joint Architecture and Hyperparameter Optimization Aaron Klein Katharina Eggensperger 132 100 0 13 May 2019
BayesNAS: A Bayesian Approach for Neural Architecture SearchInternational Conference on Machine Learning (ICML), 2019 Hongpeng Zhou Minghao Yang Jun Wang Wei Pan BDL 250 216 0 13 May 2019
EENA: Efficient Evolution of Neural Architecture Hui Zhu Zhulin An Chuanguang Yang Kaiqiang Xu Erhu Zhao Yongjun Xu 3DV 213 43 0 10 May 2019
Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks Filipe Assunção Nuno Lourenço Penousal Machado B. Ribeiro ODL 129 6 0 08 May 2019
Differentiable Architecture Search with Ensemble Gumbel-Softmax Jianlong Chang Xinbang Zhang Yiwen Guo Gaofeng Meng Shiming Xiang Chunhong Pan 3DPC 107 19 0 06 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 219 277 0 04 May 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs Muhan Zhang Shali Jiang Zhicheng Cui Roman Garnett Yixin Chen GNN BDL CML 329 223 0 24 Apr 2019
GraphNAS: Graph Neural Architecture Search with Reinforcement Learning Yang Gao Hong Yang Peng Zhang Chuan Zhou Yue Hu AI4CE GNN 326 114 0 22 Apr 2019
Emergence of Compositional Language with Deep Generational Transmission Michael Cogswell Jiasen Lu Stefan Lee Devi Parikh Dhruv Batra 185 51 0 19 Apr 2019
SparseMask: Differentiable Connectivity Learning for Dense Image Prediction Huikai Wu Junge Zhang Kaiqi Huang 3DH 134 19 0 16 Apr 2019
HARK Side of Deep Learning -- From Grad Student Descent to Automated Machine Learning O. Gencoglu M. Gils E. Guldogan Chamin Morikawa Mehmet Süzen M. Gruber J. Leinonen H. Huttunen 141 38 0 16 Apr 2019
Intra-Ensemble in Neural Networks Yuan Gao Zixiang Cai Chen Sun FedML UQCV 98 6 0 09 Apr 2019
ASAP: Architecture Search, Anneal and Prune Asaf Noy Niv Nayman T. Ridnik Nadav Zamir Sivan Doveh Itamar Friedman Raja Giryes Lihi Zelnik-Manor 230 108 0 08 Apr 2019
Nucleus Neural Network: A Data-driven Self-organized Architecture Jia Liu Maoguo Gong Haibo He 123 2 0 08 Apr 2019
WeNet: Weighted Networks for Recurrent Network Architecture Search Zhiheng Huang Bing Xiang 84 4 0 08 Apr 2019
Template-Based Automatic Search of Compact Semantic Segmentation Architectures Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 108 10 0 04 Apr 2019
Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset Martin Mundt Sagnik Majumder S. Murali P. Panetsos Visvanathan Ramesh 96 129 0 02 Apr 2019

MemNet: Memory-Efficiency Guided Neural Architecture Search with
Augment-Trim learning

100

6

0

22 Jul 2019

Techniques for Automated Machine LearningSIGKDD Explorations (SIGKDD Explor.), 2019

Yi-Wei Chen

Qingquan Song

Helen Zhou

129

61

0

21 Jul 2019

Automated Machine Learning in Practice: State of the Art and Recent ResultsSwiss Conference on Data Science (SDS), 2019

146

74

0

19 Jul 2019

XferNAS: Transfer Neural Architecture Search

Martin Wistuba

101

12

0

18 Jul 2019

Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network StructuresInternational Conference on Artificial Neural Networks (ICANN), 2019

Shota Saito

Shinichi Shirakawa

91

3

0

15 Jul 2019

PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture SearchInternational Conference on Learning Representations (ICLR), 2019

Guo-Jun Qi

375

666

0

12 Jul 2019

EPNAS: Efficient Progressive Neural Architecture SearchBritish Machine Vision Conference (BMVC), 2019

117

5

0

07 Jul 2019

AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression RatesAAAI Conference on Artificial Intelligence (AAAI), 2019

196

201

0

06 Jul 2019

Hardware/Software Co-Exploration of Neural ArchitecturesIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2019

303

138

0

06 Jul 2019