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1904.00420
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Single Path One-Shot Neural Architecture Search with Uniform Sampling
31 March 2019
Zichao Guo
Xiangyu Zhang
Haoyuan Mu
Wen Heng
Zechun Liu
Yichen Wei
Jian Sun
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Papers citing
"Single Path One-Shot Neural Architecture Search with Uniform Sampling"
50 / 522 papers shown
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251
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154
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ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding
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Hongyang Li
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Haiwei Yang
Chao Qian
Zhouchen Lin
203
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13 Oct 2020
Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
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Feng Liang
Yazhe Niu
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Chuming Li
Chen Lin
F. Yu
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224
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DOTS: Decoupling Operation and Topology in Differentiable Architecture Search
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Li-Juan Wang
Yun-Hai Liu
Yi Yang
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Shao-Ping Lu
Ming-Ming Cheng
216
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02 Oct 2020
Disentangled Neural Architecture Search
IEEE International Joint Conference on Neural Network (IJCNN), 2020
Xinyue Zheng
Xuanjing Huang
Qigang Wang
Peng Wang
AI4CE
178
4
0
24 Sep 2020
Learned Low Precision Graph Neural Networks
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Duo Wang
Daniel Bates
Robert D. Mullins
M. Jamnik
Pietro Lio
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182
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19 Sep 2020
DANCE: Differentiable Accelerator/Network Co-Exploration
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Kanghyun Choi
Deokki Hong
Hojae Yoon
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Youngsok Kim
Jinho Lee
280
49
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14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A Survey
Complex & Intelligent Systems (CIS), 2020
Hangyu Zhu
Haoyu Zhang
Yaochu Jin
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AI4CE
209
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12 Sep 2020
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
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Duseok Kang
S. Ha
223
10
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04 Sep 2020
Understanding the wiring evolution in differentiable neural architecture search
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Sirui Xie
Shou-Yong Hu
Xinjiang Wang
Chunxiao Liu
Jianping Shi
Xunying Liu
Dahua Lin
247
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Guohao Li
Mengmeng Xu
Silvio Giancola
Ali K. Thabet
Guohao Li
3DPC
172
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Learning Connectivity of Neural Networks from a Topological Perspective
Kun Yuan
Quanquan Li
Jing Shao
Junjie Yan
224
2
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19 Aug 2020
Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification
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Xiaoyang Qu
Jianzong Wang
Jing Xiao
113
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0
13 Aug 2020
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search
European Conference on Computer Vision (ECCV), 2020
Yibo Hu
Xiang Wu
Ran He
182
47
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12 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search Method
IEEE Access (IEEE Access), 2020
Fanghui Xue
Y. Qi
Jack Xin
157
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10 Aug 2020
Evaluating Efficient Performance Estimators of Neural Architectures
Neural Information Processing Systems (NeurIPS), 2020
Xuefei Ning
Changcheng Tang
Wenshuo Li
Zixuan Zhou
Shuang Liang
Huazhong Yang
Yu Wang
609
89
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07 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
Lingxi Xie
Xin Chen
Kaifeng Bi
Longhui Wei
Yuhui Xu
...
Lanfei Wang
Anxiang Xiao
Jianlong Chang
Xiaopeng Zhang
Qi Tian
ViT
394
118
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04 Aug 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
European Conference on Computer Vision (ECCV), 2020
Haotian Tang
Zhijian Liu
Shengyu Zhao
Chengyue Wu
Ji Lin
Hanrui Wang
Song Han
3DPC
474
775
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31 Jul 2020
Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks
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Ari S. Morcos
Diana Marculescu
324
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23 Jul 2020
TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning
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Chuang Gan
Ligeng Zhu
Song Han
274
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22 Jul 2020
MCUNet: Tiny Deep Learning on IoT Devices
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Wei-Ming Chen
Chengyue Wu
J. Cohn
Chuang Gan
Song Han
470
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20 Jul 2020
Search What You Want: Barrier Panelty NAS for Mixed Precision Quantization
Haibao Yu
Qi Han
Jianbo Li
Jianping Shi
Guangliang Cheng
Bin Fan
MQ
163
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20 Jul 2020
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks
Shoukang Hu
Xurong Xie
Shansong Liu
Mingyu Cui
Mengzhe Geng
Xunying Liu
Helen Meng
244
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17 Jul 2020
GOLD-NAS: Gradual, One-Level, Differentiable
Kaifeng Bi
Lingxi Xie
Xin Chen
Longhui Wei
Qi Tian
OOD
AI4CE
126
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07 Jul 2020
Rethinking Bottleneck Structure for Efficient Mobile Network Design
Zhou Daquan
Qibin Hou
Yunpeng Chen
Jiashi Feng
Shuicheng Yan
267
252
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05 Jul 2020
Weight-dependent Gates for Network Pruning
Yun Li
Zechun Liu
Weiqun Wu
Haotian Yao
Xinming Zhang
Fangqiu Yi
B. Yin
390
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04 Jul 2020
FracBits: Mixed Precision Quantization via Fractional Bit-Widths
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Qing Jin
MQ
270
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The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures
Yawei Li
Wen Li
Martin Danelljan
Lucas Beerens
Shuhang Gu
Luc Van Gool
Radu Timofte
304
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0
29 Jun 2020
Cyclic Differentiable Architecture Search
Hongyuan Yu
Houwen Peng
Yan Huang
Jianlong Fu
Hao Du
Liang Wang
Haibin Ling
3DPC
267
57
0
18 Jun 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
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Kuan-Chieh Wang
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Ji Lin
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MQ
219
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Multi-fidelity Neural Architecture Search with Knowledge Distillation
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350
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Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?
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Shen Yan
Yu Zheng
Wei Ao
Xiao Zeng
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SSL
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303
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Few-shot Neural Architecture Search
International Conference on Machine Learning (ICML), 2020
Yiyang Zhao
Linnan Wang
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Rodrigo Fonseca
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522
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0
11 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System
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Pengyu Zhao
Kecheng Xiao
Yuanxing Zhang
Kaigui Bian
Wei Yan
309
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FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
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Alvin Wan
Peizhao Zhang
Bichen Wu
Zijian He
...
Kan Chen
Yuandong Tian
Matthew Yu
Peter Vajda
Joseph E. Gonzalez
373
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03 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
ACM Computing Surveys (ACM CSUR), 2020
Pengzhen Ren
Yun Xiao
Xiaojun Chang
Po-Yao (Bernie) Huang
Zhihui Li
Xiaojiang Chen
Xin Wang
AI4CE
413
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01 Jun 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens
Computer Vision and Pattern Recognition (CVPR), 2020
Zhaohui Yang
Yunhe Wang
Xinghao Chen
Jianyuan Guo
Wei Zhang
Chao Xu
Chunjing Xu
Dacheng Tao
Chang Xu
324
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29 May 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Hanrui Wang
Zhanghao Wu
Zhijian Liu
Han Cai
Ligeng Zhu
Chuang Gan
Song Han
270
281
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Powering One-shot Topological NAS with Stabilized Share-parameter Proxy
Ronghao Guo
Chen Lin
Chuming Li
Keyu Tian
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Lu Sheng
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181
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Joint Multi-Dimension Pruning via Numerical Gradient Update
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Xinming Zhang
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Zhe Li
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Kwang-Ting Cheng
Jian Sun
180
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Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search
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Xing Wang
Min Zheng
201
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A Semi-Supervised Assessor of Neural Architectures
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Yixing Xu
Hanting Chen
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Boxin Shi
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Qi Tian
Chang Xu
208
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Binarizing MobileNet via Evolution-based Searching
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Dang T. Huynh
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3DV
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270
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Gautam Sreekumar
E. Goodman
W. Banzhaf
Kalyanmoy Deb
Vishnu Boddeti
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276
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Angle-based Search Space Shrinking for Neural Architecture Search
European Conference on Computer Vision (ECCV), 2020
Yiming Hu
Yuding Liang
Zichao Guo
Ruosi Wan
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Yichen Wei
Qingyi Gu
Jian Sun
246
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Local Search is a Remarkably Strong Baseline for Neural Architecture Search
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M. Virgolin
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269
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Lukasz Treszczotko
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Lingxi Xie
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Longhui Wei
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129
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