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1703.01041
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Large-Scale Evolution of Image Classifiers
3 March 2017
Esteban Real
Sherry Moore
Andrew Selle
Saurabh Saxena
Y. Suematsu
Jie Tan
Quoc V. Le
Alexey Kurakin
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Papers citing
"Large-Scale Evolution of Image Classifiers"
50 / 752 papers shown
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks
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122
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244
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0
17 Apr 2020
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Suely Oliveira
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FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
Computer Vision and Pattern Recognition (CVPR), 2020
Alvin Wan
Xiaoliang Dai
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Zijian He
Yuandong Tian
...
Matthew Yu
Tao Xu
Kan Chen
Peter Vajda
Joseph E. Gonzalez
181
319
0
12 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020
Yaran Chen
Ruiyuan Gao
Fenggang Liu
Dongbin Zhao
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171
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0
10 Apr 2020
Deep Learning and Open Set Malware Classification: A Survey
Jingyun Jia
116
2
0
08 Apr 2020
GeneCAI: Genetic Evolution for Acquiring Compact AI
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2020
Mojan Javaheripi
Mohammad Samragh
T. Javidi
F. Koushanfar
241
9
0
08 Apr 2020
Neural Architecture Generator Optimization
Neural Information Processing Systems (NeurIPS), 2020
Binxin Ru
P. Esperança
Fabio Maria Carlucci
261
44
0
03 Apr 2020
Incremental Evolution and Development of Deep Artificial Neural Networks
European Conference on Genetic Programming (EuroGP), 2020
Filipe Assunção
Nuno Lourenço
B. Ribeiro
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121
7
0
01 Apr 2020
Weighted Random Search for CNN Hyperparameter Optimization
International Journal of Computers Communications & Control (IJCCC), 2020
Razvan Andonie
A. Florea
139
65
0
30 Mar 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search
Chen Wei
Chuang Niu
Yiping Tang
Yue Wang
Haihong Hu
Jimin Liang
258
7
0
28 Mar 2020
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation
Computer Vision and Pattern Recognition (CVPR), 2020
Chaoyang He
Haishan Ye
Li Shen
Tong Zhang
152
137
0
27 Mar 2020
Are Labels Necessary for Neural Architecture Search?
European Conference on Computer Vision (ECCV), 2020
Chenxi Liu
Piotr Dollár
Kaiming He
Ross B. Girshick
Alan Yuille
Saining Xie
191
78
0
26 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Xiong Zhang
Hongmin Xu
Hong Mo
Jianchao Tan
Cheng Yang
Lei Wang
Wenqi Ren
AI4CE
210
95
0
26 Mar 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection
Computer Vision and Pattern Recognition (CVPR), 2020
Jianyuan Guo
Kai Han
Yunhe Wang
Chao Zhang
Zhaohui Yang
Hanxue Wu
Xinghao Chen
Chang Xu
176
103
0
26 Mar 2020
Circumventing Outliers of AutoAugment with Knowledge Distillation
European Conference on Computer Vision (ECCV), 2020
Longhui Wei
Anxiang Xiao
Lingxi Xie
Xin Chen
Xiaopeng Zhang
Qi Tian
157
66
0
25 Mar 2020
BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels
Zan Shen
Jiang Qian
Bojin Zhuang
Shaojun Wang
Jing Xiao
161
5
0
22 Mar 2020
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Kaicheng Yu
René Ranftl
Mathieu Salzmann
175
36
0
09 Mar 2020
Searching Central Difference Convolutional Networks for Face Anti-Spoofing
Computer Vision and Pattern Recognition (CVPR), 2020
Zitong Yu
Chenxu Zhao
Zezheng Wang
Yunxiao Qin
Z. Su
Amritpal Singh
Feng Zhou
Guoying Zhao
CVBM
328
509
0
09 Mar 2020
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search
Haoyu Zhang
Yaochu Jin
Ran Cheng
K. Hao
148
10
0
07 Mar 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
International Conference on Machine Learning (ICML), 2020
Esteban Real
Chen Liang
David R. So
Quoc V. Le
278
252
0
06 Mar 2020
Real-time Federated Evolutionary Neural Architecture Search
IEEE Transactions on Evolutionary Computation (TEVC), 2020
Hangyu Zhu
Yaochu Jin
FedML
279
85
0
04 Mar 2020
BATS: Binary ArchitecTure Search
European Conference on Computer Vision (ECCV), 2020
Adrian Bulat
Brais Martínez
Georgios Tzimiropoulos
MQ
283
69
0
03 Mar 2020
ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search
Xu Zhang
Chenjun Zhou
Bo Gu
191
1
0
03 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search
European Conference on Computer Vision (ECCV), 2020
Yutao Hu
Xiaolong Jiang
Xuhui Liu
Baochang Zhang
Jungong Han
Xianbin Cao
David Doermann
211
100
0
29 Feb 2020
ImmuNetNAS: An Immune-network approach for searching Convolutional Neural Network Architectures
Kefan Chen
Wei Pang
74
2
0
28 Feb 2020
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction
Jiangpeng Yan
Shuo Chen
Yongbing Zhang
Xiu Li
324
25
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22 Feb 2020
Accelerating Reinforcement Learning with a Directional-Gaussian-Smoothing Evolution Strategy
Electronic Research Archive (ERA), 2020
Jiaxing Zhang
Hoang Tran
Guannan Zhang
132
12
0
21 Feb 2020
Evolutionary Optimization of Deep Learning Activation Functions
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G. Bingham
William Macke
Risto Miikkulainen
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141
56
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17 Feb 2020
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Ziyao Ren
Gary G. Yen
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Mengjie Zhang
Jiancheng Lv
193
0
0
16 Feb 2020
Classifying the classifier: dissecting the weight space of neural networks
European Conference on Artificial Intelligence (ECAI), 2020
Gabriel Eilertsen
Daniel Jonsson
Timo Ropinski
Jonas Unger
Anders Ynnerman
180
60
0
13 Feb 2020
Stabilizing Differentiable Architecture Search via Perturbation-based Regularization
International Conference on Machine Learning (ICML), 2020
Xiangning Chen
Cho-Jui Hsieh
254
226
0
12 Feb 2020
Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts
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Max Ryabinin
Anton I. Gusev
FedML
313
60
0
10 Feb 2020
A Novel Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization
Jiaxin Zhang
Hoang Tran
Dan Lu
Guannan Zhang
153
17
0
07 Feb 2020
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
International Conference on Learning Representations (ICLR), 2020
Arber Zela
Julien N. Siems
Katharina Eggensperger
284
150
0
28 Jan 2020
Towards a Human-like Open-Domain Chatbot
Daniel De Freitas
Minh-Thang Luong
David R. So
Jamie Hall
Noah Fiedel
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Zi Yang
Apoorv Kulshreshtha
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Yifeng Lu
Quoc V. Le
567
994
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27 Jan 2020
Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification
Jie Chen
Haozhe Huang
Jian Peng
Jiawei Zhu
Li Chen
Wenbo Li
Bingyu Sun
Haifeng Li
143
15
0
27 Jan 2020
SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency
Hao Sun
Yifan Gong
Xiaolong Ma
Sijia Liu
Mengshu Sun
Zheng Zhan
Zhenglun Kong
Geng Yuan
Yanzhi Wang
115
18
0
23 Jan 2020
Latency-Aware Differentiable Neural Architecture Search
Yuhui Xu
Lingxi Xie
Xiaopeng Zhang
Xin Chen
Bowen Shi
Qi Tian
H. Xiong
OOD
135
33
0
17 Jan 2020
Neural Architecture Search for Deep Image Prior
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Kary Ho
Andrew Gilbert
Hailin Jin
John Collomosse
154
41
0
14 Jan 2020
Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning
Tailin Wu
327
2
0
11 Jan 2020
Deeper Insights into Weight Sharing in Neural Architecture Search
Yuge Zhang
Zejun Lin
Junyan Jiang
Quanlu Zhang
Yujing Wang
Hui Xue
Chen Zhang
Yaming Yang
196
54
0
06 Jan 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2020
Dongzhan Zhou
Xinchi Zhou
Wenwei Zhang
Chen Change Loy
Shuai Yi
Xuesen Zhang
Wanli Ouyang
286
123
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Scalable NAS with Factorizable Architectural Parameters
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Lingxi Xie
Tianyi Zhang
Jun Guo
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168
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Jiang Wang
Joshua Slocum
Ming-Hsuan Yang
Shengyang Dai
Shuicheng Yan
Jiashi Feng
137
34
0
30 Dec 2019
NAS evaluation is frustratingly hard
International Conference on Learning Representations (ICLR), 2019
Antoine Yang
P. Esperança
Fabio Maria Carlucci
295
176
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Arash Vahdat
Arun Mallya
Ming-Yuan Liu
Jan Kautz
142
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David Friede
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147
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11 Dec 2019
Advances and Open Problems in Federated Learning
Peter Kairouz
H. B. McMahan
Brendan Avent
A. Bellet
M. Bennis
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Zheng Xu
Qiang Yang
Felix X. Yu
Han Yu
Sen Zhao
FedML
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652
7,599
0
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Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification
Zhichao Lu
Ian Whalen
Yashesh D. Dhebar
Kalyanmoy Deb
E. Goodman
W. Banzhaf
Vishnu Boddeti
222
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0
03 Dec 2019
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