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1806.09055
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DARTS: Differentiable Architecture Search
24 June 2018
Hanxiao Liu
Karen Simonyan
Yiming Yang
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Papers citing
"DARTS: Differentiable Architecture Search"
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268
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24 Feb 2020
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Xiu Li
324
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0
22 Feb 2020
DSNAS: Direct Neural Architecture Search without Parameter Retraining
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Sirui Xie
Hehui Zheng
Chunxiao Liu
Jianping Shi
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Dahua Lin
178
140
0
21 Feb 2020
Structured Sparsification with Joint Optimization of Group Convolution and Channel Shuffle
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Kai Zhao
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Mingg-Ming Cheng
Ming-Hsuan Yang
162
1
0
19 Feb 2020
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185
3
0
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Yang Hu
Jianhua Zheng
Mingtao Li
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101
6
0
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Learning Architectures for Binary Networks
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Dahyun Kim
Kunal Pratap Singh
Jonghyun Choi
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241
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0
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Gabriel Eilertsen
Daniel Jonsson
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Jonas Unger
Anders Ynnerman
182
61
0
13 Feb 2020
Stabilizing Differentiable Architecture Search via Perturbation-based Regularization
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Xiangning Chen
Cho-Jui Hsieh
254
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0
12 Feb 2020
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Zhenxun Zhuang
Francesco Orabona
354
23
0
12 Feb 2020
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Corey J. Nolet
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308
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169
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0
11 Feb 2020
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Santiago Gonzalez
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Risto Miikkulainen
341
9
0
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Zheyu Yan
Meng Li
Hyoukjun Kwon
Liangzhen Lai
T. Krishna
Vikas Chandra
Weiwen Jiang
Yiyu Shi
240
122
0
10 Feb 2020
Variational Depth Search in ResNets
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J. Allingham
José Miguel Hernández-Lobato
198
4
0
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Volker Tresp
134
21
0
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29
10
0
30 Jan 2020
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Arber Zela
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Katharina Eggensperger
284
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0
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Haozhe Huang
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Jiawei Zhu
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144
15
0
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Multi-objective Neural Architecture Search via Non-stationary Policy Gradient
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Fengwei Zhou
George Trimponias
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137
9
0
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Hui Zhu
Zhulin An
Kaiqiang Xu
Xiaolong Hu
Yongjun Xu
51
0
0
19 Jan 2020
BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture
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Yaran Chen
Nannan Li
Dongbin Zhao
Zhiquan Sun
C. L. Philip Chen
94
0
0
18 Jan 2020
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks
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Md Shahriar Iqbal
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Lars Kotthoff
Pooyan Jamshidi
208
3
0
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Lingxi Xie
Xiaopeng Zhang
Xin Chen
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Qi Tian
H. Xiong
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135
33
0
17 Jan 2020
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Shun Lu
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425
24
0
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AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
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Yaliang Li
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Zhen Wang
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Hongbo Deng
Yanjie Liang
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219
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0
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191
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0
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Fast Neural Network Adaptation via Parameter Remapping and Architecture Search
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Jiemin Fang
Yuzhu Sun
Kangjian Peng
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301
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0
08 Jan 2020
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289
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0
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Deeper Insights into Weight Sharing in Neural Architecture Search
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Zejun Lin
Junyan Jiang
Quanlu Zhang
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Yaming Yang
205
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0
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EcoNAS: Finding Proxies for Economical Neural Architecture Search
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Dongzhan Zhou
Xinchi Zhou
Wenwei Zhang
Chen Change Loy
Shuai Yi
Xuesen Zhang
Wanli Ouyang
288
124
0
05 Jan 2020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
International Conference on Learning Representations (ICLR), 2020
Xuanyi Dong
Yi Yang
609
794
0
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Scalable NAS with Factorizable Architectural Parameters
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Lingxi Xie
Tianyi Zhang
Jun Guo
Qi Tian
171
3
0
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Dejing Dou
Boyang Albert Li
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122
2
0
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Neural Architecture Search on Acoustic Scene Classification
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Jixiang Li
Chuming Liang
Bo Zhang
Zhao Wang
Fei Xiang
Xiangxiang Chu
167
15
0
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RC-DARTS: Resource Constrained Differentiable Architecture Search
Xiaojie Jin
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
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P. Esperança
Fabio Maria Carlucci
295
176
0
28 Dec 2019
Computation Reallocation for Object Detection
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Feng Liang
Chen Lin
Ronghao Guo
Ming Sun
Wei Wu
Junjie Yan
Wanli Ouyang
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230
36
0
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BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search
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Qiang-qiang Wang
Zhaobai Zhong
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169
9
0
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Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild
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Lingxi Xie
Jun Wu
Qi Tian
319
101
0
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Xinyu Gong
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Qian Zhang
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336
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0
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TextNAS: A Neural Architecture Search Space tailored for Text Representation
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Yaming Yang
Yiren Chen
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Guinan Su
Xiaoyu Kou
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168
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0
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AtomNAS: Fine-Grained End-to-End Neural Architecture Search
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Yingwei Li
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195
109
0
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Qihang Yu
Dong Yang
H. Roth
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Yixiao Zhang
Alan Yuille
Daguang Xu
331
124
0
20 Dec 2019
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