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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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197
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Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search
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Yuan Tian
Qin Wang
Zhiwu Huang
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212
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Lei Yang
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Yiyu Shi
214
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Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks
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Xurong Xie
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Mingyu Cui
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Helen Meng
244
8
0
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Łukasz Dudziak
Thomas C. P. Chau
Mohamed S. Abdelfattah
Royson Lee
Hyeji Kim
Nicholas D. Lane
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386
220
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Devansh Agarwal
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268
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0
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Gradient-based Hyperparameter Optimization Over Long Horizons
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319
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Graph Structure of Neural Networks
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Jiaxuan You
J. Leskovec
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Saining Xie
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245
163
0
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MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation
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Xingang Yan
Weiwen Jiang
Yiyu Shi
Cheng Zhuo
131
51
0
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Hongxiang Fan
Miguel R. D. Rodrigues
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420
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Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search
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Yige Peng
Lei Bi
M. Fulham
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Jinman Kim
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143
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An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization
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Yujun Li
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Zhenguo Li
Zhihua Zhang
231
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Temporally Correlated Task Scheduling for Sequence Learning
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Xueqing Wu
Lewen Wang
Ziheng Lu
Yuante Li
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Shufang Xie
Tao Qin
Tie-Yan Liu
173
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0
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Distillation Guided Residual Learning for Binary Convolutional Neural Networks
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Jianming Ye
Shiliang Zhang
Jingdong Wang
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311
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0
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A Study on Encodings for Neural Architecture Search
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Colin White
Willie Neiswanger
Sam Nolen
Yash Savani
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232
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0
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Accuracy Prediction with Non-neural Model for Neural Architecture Search
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Xu Tan
Rui Wang
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186
14
0
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NASGEM: Neural Architecture Search via Graph Embedding Method
AAAI 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
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251
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126
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Yaofo Chen
Yin Zheng
P. Zhao
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Zhuliang Yu
215
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Discretization-Aware Architecture Search
Yunjie Tian
Chang-rui Liu
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Jianbin Jiao
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95
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Hyperparameter Optimization in Neural Networks via Structured Sparse Recovery
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Mohammadreza Soltani
Chinmay Hegde
146
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Meta-Learning Symmetries by Reparameterization
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Tom Knowles
Chelsea Finn
OOD
308
104
0
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Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation
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Hongzhi Wang
Guocheng Feng
Fei Geng
129
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Qibin Hou
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Jiashi Feng
Shuicheng Yan
265
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0
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Raja Giryes
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181
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Sangdoo Yun
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235
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Theory-Inspired Path-Regularized Differential Network Architecture Search
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R. Socher
Guosheng Lin
166
59
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Asymmetric metric learning for knowledge transfer
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182
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The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures
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Wen Li
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301
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Saverio Salzo
291
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187
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142
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110
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Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks
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Lingxi Xie
Xiaopeng Zhang
Bingbing Ni
Qi Tian
157
13
0
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Xiuyu Sun
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Rong Jin
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190
22
0
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Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL
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284
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Imbalanced Gradients: A Subtle Cause of Overestimated Adversarial Robustness
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Linxi Jiang
Hanxun Huang
Zejia Weng
James Bailey
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284
11
0
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NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search
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Yikang Shen
Michele Merler
Mayoore S. Jaiswal
Hui Wu
K. Ramakrishnan
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Minsik Cho
David S. Kung
Rogerio Feris
Bishwaranjan Bhattacharjee
174
9
0
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Differentiable Segmentation of Sequences
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Erik Scharwächter
Jonathan Lennartz
Emmanuel Müller
305
3
0
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NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks
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Eugene Lee
Chen-Yi Lee
111
15
0
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Rapid Structural Pruning of Neural Networks with Set-based Task-Adaptive Meta-Pruning
M. Song
Jaehong Yoon
Eunho Yang
Sung Ju Hwang
98
1
0
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FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search
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Yuzhu Sun
Qian Zhang
Kangjian Peng
Yuan Li
Wenyu Liu
Xinggang Wang
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263
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Zhengzhang Chen
Daochen Zha
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Haifeng Jin
Haifeng Chen
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192
18
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Cyclic Differentiable Architecture Search
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Houwen Peng
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Jianlong Fu
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267
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0
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Ruochen Wang
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Xiaocheng Tang
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170
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FrostNet: Towards Quantization-Aware Network Architecture Search
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294
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