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Single Path One-Shot Neural Architecture Search with Uniform Sampling
v1v2v3v4 (latest)

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
ArXiv (abs)PDFHTML

Papers citing "Single Path One-Shot Neural Architecture Search with Uniform Sampling"

50 / 521 papers shown
Towards Optimal Compression: Joint Pruning and Quantization
Towards Optimal Compression: Joint Pruning and Quantization
Ben Zandonati
Glenn Bucagu
Adrian Alan Pol
M. Pierini
Olya Sirkin
Tal Kopetz
MQ
322
5
0
15 Feb 2023
SEAM: Searching Transferable Mixed-Precision Quantization Policy through
  Large Margin Regularization
SEAM: Searching Transferable Mixed-Precision Quantization Policy through Large Margin RegularizationACM Multimedia (ACM MM), 2023
Chen Tang
Kai Ouyang
Runnan Li
Yunpeng Bai
Yuan Meng
Zhi Wang
Wenwu Zhu
MQ
177
14
0
14 Feb 2023
Improving Differentiable Architecture Search via Self-Distillation
Improving Differentiable Architecture Search via Self-DistillationNeural Networks (Neural Netw.), 2023
Xunyu Zhu
Jian Li
Yong Liu
Weiping Wang
295
10
0
11 Feb 2023
Data Quality-aware Mixed-precision Quantization via Hybrid Reinforcement
  Learning
Data Quality-aware Mixed-precision Quantization via Hybrid Reinforcement LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Yingchun Wang
Jingcai Guo
Song Guo
Weizhan Zhang
MQ
194
23
0
09 Feb 2023
ZipLM: Inference-Aware Structured Pruning of Language Models
ZipLM: Inference-Aware Structured Pruning of Language ModelsNeural Information Processing Systems (NeurIPS), 2023
Eldar Kurtic
Elias Frantar
Dan Alistarh
MQ
290
41
0
07 Feb 2023
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"AAAI Conference on Artificial Intelligence (AAAI), 2023
Junbo Zhao
Xuefei Ning
En-hao Liu
Binxin Ru
Zixuan Zhou
Tianchen Zhao
Chen Chen
Jiajin Zhang
Q. Liao
Yu Wang
AI4CE
233
5
0
02 Feb 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on GradientsInternational Conference on Learning Representations (ICLR), 2023
Guihong Li
Yuedong Yang
Kartikeya Bhardwaj
R. Marculescu
503
83
0
26 Jan 2023
RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking
  Distillation from Zero-cost Proxies
RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking Distillation from Zero-cost ProxiesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Peijie Dong
Xin-Yi Niu
Lujun Li
Zhiliang Tian
Xiaodong Wang
Zimian Wei
H. Pan
Dongsheng Li
262
17
0
24 Jan 2023
GP-NAS-ensemble: a model for NAS Performance Prediction
GP-NAS-ensemble: a model for NAS Performance Prediction
Kunlong Chen
Liu Yang
Yitian Chen
Kunjin Chen
Yidan Xu
Lujun Li
209
17
0
23 Jan 2023
Neural Architecture Search: Insights from 1000 Papers
Neural Architecture Search: Insights from 1000 Papers
Colin White
Mahmoud Safari
R. Sukthanker
Binxin Ru
T. Elsken
Arber Zela
Debadeepta Dey
Katharina Eggensperger
3DVAI4CE
413
193
0
20 Jan 2023
FemtoDet: An Object Detection Baseline for Energy Versus Performance
  Tradeoffs
FemtoDet: An Object Detection Baseline for Energy Versus Performance TradeoffsIEEE International Conference on Computer Vision (ICCV), 2023
Peng Tu
Xu Xie
Guo Ai
Ming Ling
Ya-Yao Huang
Yefeng Zheng
312
10
0
17 Jan 2023
$β$-DARTS++: Bi-level Regularization for Proxy-robust Differentiable
  Architecture Search
βββ-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture SearchIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Peng Ye
Tong He
Baopu Li
Tao Chen
Mengwei He
Wanli Ouyang
OOD
209
8
0
16 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey
Efficient Evaluation Methods for Neural Architecture Search: A SurveyIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Xiangning Xie
Xiaotian Song
Zeqiong Lv
Gary G. Yen
Weiping Ding
Yizhou Sun
260
28
0
14 Jan 2023
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space
Pseudo-Inverted Bottleneck Convolution for DARTS Search SpaceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Arash Ahmadian
Louis S.P. Liu
Yue Fei
Konstantinos N. Plataniotis
Mahdi S. Hosseini
249
0
0
31 Dec 2022
OVO: One-shot Vision Transformer Search with Online distillation
Zimian Wei
H. Pan
Xin-Yi Niu
Dongsheng Li
ViT
236
1
0
28 Dec 2022
POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image
  and Time Series Classification
POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image and Time Series ClassificationApplied Soft Computing (ASC), 2022
Andrea Falanti
Eugenio Lomurno
Danilo Ardagna
Matteo Matteucci
AI4TS
146
12
0
13 Dec 2022
Vertical Layering of Quantized Neural Networks for Heterogeneous
  Inference
Vertical Layering of Quantized Neural Networks for Heterogeneous InferenceIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Hai Wu
Ruifei He
Hao Hao Tan
Xiaojuan Qi
Kaibin Huang
MQ
213
7
0
10 Dec 2022
Joint Neural Architecture and Hyperparameter Search for Correlated Time
  Series Forecasting
Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting
Xinle Wu
Dalin Zhang
Miao Zhang
Chenjuan Guo
B. Yang
Christian S. Jensen
AI4TS
240
36
0
29 Nov 2022
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural
  Network Architectures Across Different Types
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural Network Architectures Across Different TypesApplied Soft Computing (ASC), 2022
Zhenhao Shuai
Hongbo Liu
Zhaolin Wan
Wei-jie Yu
Jinchao Zhang
174
4
0
27 Nov 2022
Differentiable Meta Multigraph Search with Partial Message Propagation
  on Heterogeneous Information Networks
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022
Chao Li
Hao Xu
Kun He
95
13
0
27 Nov 2022
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic
  Dimension
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic DimensionAAAI Conference on Artificial Intelligence (AAAI), 2022
Xin He
Jiangchao Yao
Yuxin Wang
Zhenheng Tang
Ka Chu Cheung
Simon See
Bo Han
Xiaowen Chu
245
16
0
23 Nov 2022
$α$ DARTS Once More: Enhancing Differentiable Architecture Search
  by Masked Image Modeling
ααα DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling
Bicheng Guo
Shuxuan Guo
Miaojing Shi
Jun Zhou
Shibo He
Jiming Chen
Kaicheng Yu
187
2
0
18 Nov 2022
Revisiting Training-free NAS Metrics: An Efficient Training-based Method
Revisiting Training-free NAS Metrics: An Efficient Training-based MethodIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Taojiannan Yang
Linjie Yang
Xiaojie Jin
Chong Chen
177
12
0
16 Nov 2022
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
Chengpeng Chen
Zichao Guo
Haien Zeng
Pengfei Xiong
Jian Dong
237
61
0
11 Nov 2022
Multi-Objective Evolutionary for Object Detection Mobile Architectures
  Search
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search
Haichao Zhang
Jiashi Li
Xin Xia
K. Hao
Xuefeng Xiao
183
2
0
05 Nov 2022
Search to Pass Messages for Temporal Knowledge Graph Completion
Search to Pass Messages for Temporal Knowledge Graph CompletionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhen Wang
Haotong Du
Quanming Yao
Xuelong Li
217
19
0
30 Oct 2022
PredNAS: A Universal and Sample Efficient Neural Architecture Search
  Framework
PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework
Liuchun Yuan
Zehao Huang
Naiyan Wang
165
0
0
26 Oct 2022
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face
  Recognition
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face RecognitionNeural Information Processing Systems (NeurIPS), 2022
Samuel Dooley
R. Sukthanker
John P. Dickerson
Colin White
Katharina Eggensperger
Micah Goldblum
CVBM
339
31
0
18 Oct 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model
  Tuning
Scaling & Shifting Your Features: A New Baseline for Efficient Model TuningNeural Information Processing Systems (NeurIPS), 2022
Dongze Lian
Daquan Zhou
Jiashi Feng
Xinchao Wang
359
335
0
17 Oct 2022
$Λ$-DARTS: Mitigating Performance Collapse by Harmonizing
  Operation Selection among Cells
ΛΛΛ-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among CellsInternational Conference on Learning Representations (ICLR), 2022
Sajad Movahedi
Melika Adabinejad
Ayyoob Imani
Arezou Keshavarz
Mostafa Dehghani
A. Shakery
Babak N. Araabi
249
26
0
14 Oct 2022
Pareto-aware Neural Architecture Generation for Diverse Computational
  Budgets
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Yong Guo
Yaofo Chen
Yin Zheng
Qi Chen
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Jian Chen
Junzhou Huang
Zhuliang Yu
210
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14 Oct 2022
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for
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AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Ganesh Jawahar
Subhabrata Mukherjee
Xiaodong Liu
Young Jin Kim
Muhammad Abdul-Mageed
L. Lakshmanan
Ahmed Hassan Awadallah
Sébastien Bubeck
Jianfeng Gao
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188
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RoHNAS: A Neural Architecture Search Framework with Conjoint
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  Convolutional and Capsule Networks
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule NetworksIEEE Access (IEEE Access), 2022
Alberto Marchisio
Vojtěch Mrázek
Andrea Massa
Beatrice Bussolino
Maurizio Martina
Mohamed Bennai
AAML
288
10
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11 Oct 2022
Cross Task Neural Architecture Search for EEG Signal Classifications
Cross Task Neural Architecture Search for EEG Signal Classifications
Yiqun Duan
Zhen Wang
Yi Li
Jianhang Tang
Yu-Kai Wang
Chin-Teng Lin
178
3
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IMB-NAS: Neural Architecture Search for Imbalanced Datasets
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Duen Horng Chau
218
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Towards Regression-Free Neural Networks for Diverse Compute Platforms
Towards Regression-Free Neural Networks for Diverse Compute PlatformsEuropean Conference on Computer Vision (ECCV), 2022
Rahul Duggal
Hao Zhou
Shuo Yang
Jun Fang
Yuanjun Xiong
Wei Xia
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219
1
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27 Sep 2022
Searching a High-Performance Feature Extractor for Text Recognition
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Searching a High-Performance Feature Extractor for Text Recognition NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Hui Zhang
Quanming Yao
James T. Kwok
X. Bai
230
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27 Sep 2022
SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance
SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad RelevanceInternational Conference on Information and Knowledge Management (CIKM), 2022
Li Zhang
Youkow Homma
Yujing Wang
Ruibing Jin
Mao Yang
Ruofei Zhang
Ting Cao
Wei Shen
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160
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Hardware-aware mobile building block evaluation for computer vision
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Maxim Bonnaerens
Matthias Anton Freiberger
Marian Verhelst
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206
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FocusFormer: Focusing on What We Need via Architecture Sampler
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Jianfei Cai
Bohan Zhuang
156
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Survey on Evolutionary Deep Learning: Principles, Algorithms,
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Nan Li
Lianbo Ma
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Design Automation for Fast, Lightweight, and Effective Deep Learning
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Differentiable Architecture Search with Random Features
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Efficient Search of Multiple Neural Architectures with Different
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Zhuliang Yu
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