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Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4
  Hours

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

5 April 2019
Dimitrios Stamoulis
Ruizhou Ding
Di Wang
Dimitrios Lymberopoulos
B. Priyantha
Jie Liu
Diana Marculescu
ArXiv (abs)PDFHTMLGithub (395★)

Papers citing "Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours"

50 / 165 papers shown
Title
Searching for TrioNet: Combining Convolution with Local and Global
  Self-Attention
Searching for TrioNet: Combining Convolution with Local and Global Self-Attention
Huaijin Pi
Huiyu Wang
Yingwei Li
Zizhang Li
Alan Yuille
ViT
76
3
0
15 Nov 2021
RT-RCG: Neural Network and Accelerator Search Towards Effective and
  Real-time ECG Reconstruction from Intracardiac Electrograms
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms
Yongan Zhang
Anton Banta
Yonggan Fu
M. John
A. Post
M. Razavi
Joseph R. Cavallaro
B. Aazhang
Yingyan Lin
57
4
0
04 Nov 2021
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
Bingqian Lu
Jianyi Yang
Weiwen Jiang
Yiyu Shi
Shaolei Ren
79
24
0
01 Nov 2021
ZeBRA: Precisely Destroying Neural Networks with Zero-Data Based
  Repeated Bit Flip Attack
ZeBRA: Precisely Destroying Neural Networks with Zero-Data Based Repeated Bit Flip Attack
Dahoon Park
K. Kwon
Sunghoon Im
Jaeha Kung
AAML
48
3
0
01 Nov 2021
Sustainable AI: Environmental Implications, Challenges and Opportunities
Sustainable AI: Environmental Implications, Challenges and Opportunities
Carole-Jean Wu
Ramya Raghavendra
Udit Gupta
Bilge Acun
Newsha Ardalani
...
Maximilian Balandat
Joe Spisak
R. Jain
Michael G. Rabbat
K. Hazelwood
157
417
0
30 Oct 2021
NAS-FCOS: Efficient Search for Object Detection Architectures
NAS-FCOS: Efficient Search for Object Detection Architectures
Ning Wang
Yang Gao
Hao Chen
Peng Wang
Zhi Tian
Chunhua Shen
Yanning Zhang
ObjD
119
19
0
24 Oct 2021
BINAS: Bilinear Interpretable Neural Architecture Search
BINAS: Bilinear Interpretable Neural Architecture Search
Niv Nayman
Y. Aflalo
M. Trosset
Rong Jin
Lihi Zelnik-Manor
70
2
0
24 Oct 2021
Searching for Efficient Multi-Stage Vision Transformers
Searching for Efficient Multi-Stage Vision Transformers
Yi-Lun Liao
S. Karaman
Vivienne Sze
ViT
78
19
0
01 Sep 2021
Design and Scaffolded Training of an Efficient DNN Operator for Computer
  Vision on the Edge
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge
Vinod Ganesan
Pratyush Kumar
118
2
0
25 Aug 2021
CONet: Channel Optimization for Convolutional Neural Networks
CONet: Channel Optimization for Convolutional Neural Networks
Mahdi S. Hosseini
Jing Zhang
Zhe Liu
André Fu
Jingxuan Su
Mathieu Tuli
Sepehr Hosseini
Arsh Kadakia
Haoran Wang
Konstantinos N. Plataniotis
48
4
0
15 Aug 2021
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search
C. Termritthikun
Yeshi Jamtsho
Jirarat Ieamsaard
P. Muneesawang
Ivan Lee
49
49
0
13 Aug 2021
Learning to Rank Ace Neural Architectures via Normalized Discounted
  Cumulative Gain
Learning to Rank Ace Neural Architectures via Normalized Discounted Cumulative Gain
Yuge Zhang
Quan Zhang
Li Zhang
Yaming Yang
Chenqian Yan
Xiaotian Gao
Yuqing Yang
123
0
0
06 Aug 2021
Rapid Elastic Architecture Search under Specialized Classes and Resource
  Constraints
Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints
Jing Liu
Bohan Zhuang
Mingkui Tan
Xu Liu
Dinh Q. Phung
Yuanqing Li
Jianfei Cai
61
0
0
03 Aug 2021
FLASH: Fast Neural Architecture Search with Hardware Optimization
FLASH: Fast Neural Architecture Search with Hardware Optimization
Guihong Li
Sumit K. Mandal
Ümit Y. Ogras
R. Marculescu
81
20
0
01 Aug 2021
Connection Sensitivity Matters for Training-free DARTS: From
  Architecture-Level Scoring to Operation-Level Sensitivity Analysis
Connection Sensitivity Matters for Training-free DARTS: From Architecture-Level Scoring to Operation-Level Sensitivity Analysis
Miao Zhang
Wei Huang
Li Wang
59
1
0
22 Jun 2021
Layer Folding: Neural Network Depth Reduction using Activation
  Linearization
Layer Folding: Neural Network Depth Reduction using Activation Linearization
Amir Ben Dror
Niv Zehngut
Avraham Raviv
E. Artyomov
Ran Vitek
R. Jevnisek
60
21
0
17 Jun 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators
Yonggan Fu
Yongan Zhang
Yang Zhang
David D. Cox
Yingyan Lin
MQ
125
18
0
11 Jun 2021
HR-NAS: Searching Efficient High-Resolution Neural Architectures with
  Lightweight Transformers
HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers
Mingyu Ding
Xiaochen Lian
Linjie Yang
Peng Wang
Xiaojie Jin
Zhiwu Lu
Ping Luo
ViT
101
61
0
11 Jun 2021
FNAS: Uncertainty-Aware Fast Neural Architecture Search
FNAS: Uncertainty-Aware Fast Neural Architecture Search
Jihao Liu
Ming Zhang
Yangting Sun
B. Liu
Guanglu Song
Yu Liu
Hongsheng Li
96
7
0
25 May 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI
  Safety
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
Sebastian Houben
Stephanie Abrecht
Maram Akila
Andreas Bär
Felix Brockherde
...
Serin Varghese
Michael Weber
Sebastian J. Wirkert
Tim Wirtz
Matthias Woehrle
AAML
126
58
0
29 Apr 2021
CompOFA: Compound Once-For-All Networks for Faster Multi-Platform
  Deployment
CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment
Manas Sahni
S. Varshini
Alind Khare
Alexey Tumanov
51
33
0
26 Apr 2021
Conditional super-network weights
Conditional super-network weights
Kevin Laube
A. Zell
45
0
0
23 Apr 2021
RetrievalFuse: Neural 3D Scene Reconstruction with a Database
RetrievalFuse: Neural 3D Scene Reconstruction with a Database
Yawar Siddiqui
Justus Thies
Fangchang Ma
Qi Shan
Matthias Nießner
Pawan Goyal
3DV
73
37
0
31 Mar 2021
Bit-Mixer: Mixed-precision networks with runtime bit-width selection
Bit-Mixer: Mixed-precision networks with runtime bit-width selection
Adrian Bulat
Georgios Tzimiropoulos
MQ
77
27
0
31 Mar 2021
Learning Versatile Neural Architectures by Propagating Network Codes
Learning Versatile Neural Architectures by Propagating Network Codes
Mingyu Ding
Yuqi Huo
Haoyu Lu
Linjie Yang
Zhe Wang
Zhiwu Lu
Jingdong Wang
Ping Luo
AAML
90
13
0
24 Mar 2021
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
Chaojian Li
Zhongzhi Yu
Yonggan Fu
Yongan Zhang
Yang Zhao
Haoran You
Qixuan Yu
Yue Wang
Yingyan Lin
148
111
0
19 Mar 2021
Searching by Generating: Flexible and Efficient One-Shot NAS with
  Architecture Generator
Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator
Sian-Yao Huang
W. Chu
67
26
0
12 Mar 2021
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets
Yong Guo
Yaofo Chen
Yin Zheng
Qi Chen
P. Zhao
Jian Chen
Junzhou Huang
Mingkui Tan
57
7
0
27 Feb 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search
Niv Nayman
Y. Aflalo
Asaf Noy
Lihi Zelnik-Manor
84
33
0
23 Feb 2021
Contrastive Self-supervised Neural Architecture Search
Contrastive Self-supervised Neural Architecture Search
Nam Nguyen
Morris J Chang
46
20
0
21 Feb 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
Martin Wistuba
Naigang Wang
118
109
0
22 Jan 2021
Trilevel Neural Architecture Search for Efficient Single Image
  Super-Resolution
Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution
Yan Wu
Zhiwu Huang
Suryansh Kumar
R. Sukthanker
Radu Timofte
Luc Van Gool
87
21
0
17 Jan 2021
Single-path Bit Sharing for Automatic Loss-aware Model Compression
Single-path Bit Sharing for Automatic Loss-aware Model Compression
Jing Liu
Bohan Zhuang
Peng Chen
Chunhua Shen
Jianfei Cai
Mingkui Tan
MQ
58
8
0
13 Jan 2021
Unchain the Search Space with Hierarchical Differentiable Architecture
  Search
Unchain the Search Space with Hierarchical Differentiable Architecture Search
Guanting Liu
Yujie Zhong
Sheng Guo
Matthew R. Scott
Weilin Huang
AI4CE
76
3
0
11 Jan 2021
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search
Y. Fu
Zhongzhi Yu
Yongan Zhang
Yingyan Lin
83
4
0
24 Dec 2020
Hardware and Software Optimizations for Accelerating Deep Neural
  Networks: Survey of Current Trends, Challenges, and the Road Ahead
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead
Maurizio Capra
Beatrice Bussolino
Alberto Marchisio
Guido Masera
Maurizio Martina
Mohamed Bennai
BDL
129
147
0
21 Dec 2020
Resource-efficient DNNs for Keyword Spotting using Neural Architecture
  Search and Quantization
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization
David Peter
Wolfgang Roth
Franz Pernkopf
64
6
0
18 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
Bert Moons
Parham Noorzad
Andrii Skliar
G. Mariani
Dushyant Mehta
Chris Lott
Tijmen Blankevoort
241
43
0
16 Dec 2020
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge
  Intelligence
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence
Wiebke Toussaint
Aaron Yi Ding
86
12
0
01 Dec 2020
Bringing AI To Edge: From Deep Learning's Perspective
Bringing AI To Edge: From Deep Learning's Perspective
Di Liu
Hao Kong
Xiangzhong Luo
Weichen Liu
Ravi Subramaniam
116
124
0
25 Nov 2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and
  Gradient Accumulation
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation
Xiaoxing Wang
Xiangxiang Chu
Yuda Fan
Zhexi Zhang
Bo Zhang
Xiaokang Yang
Junchi Yan
63
4
0
23 Nov 2020
Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep
  Neural Networks
Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks
Fuxun Yu
Dimitrios Stamoulis
Di Wang
Dimitrios Lymberopoulos
Xiang Chen
3DV
51
1
0
22 Nov 2020
Evolving Search Space for Neural Architecture Search
Evolving Search Space for Neural Architecture Search
Yuanzheng Ci
Chen Lin
Ming Sun
Boyu Chen
Hongwen Zhang
Wanli Ouyang
76
43
0
22 Nov 2020
AttentiveNAS: Improving Neural Architecture Search via Attentive
  Sampling
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
Dilin Wang
Meng Li
Chengyue Gong
Vikas Chandra
87
103
0
18 Nov 2020
MicroRec: Efficient Recommendation Inference by Hardware and Data
  Structure Solutions
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions
Wenqi Jiang
Zhen He
Shuai Zhang
Thomas B. Preußer
Kai Zeng
...
Tongxuan Liu
Yong Li
Jingren Zhou
Ce Zhang
Gustavo Alonso
53
7
0
12 Oct 2020
Disentangled Neural Architecture Search
Disentangled Neural Architecture Search
Xinyue Zheng
Peng Wang
Qigang Wang
Zhongchao Shi
AI4CE
57
4
0
24 Sep 2020
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
Jaeseong Lee
Duseok Kang
S. Ha
83
10
0
04 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
Xiangxiang Chu
Xiaoxing Wang
Bo Zhang
Shun Lu
Xiaolin K. Wei
Junchi Yan
71
168
0
02 Sep 2020
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud
  Networks
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks
Guohao Li
Mengmeng Xu
Silvio Giancola
Ali K. Thabet
Guohao Li
3DPC
87
9
0
24 Aug 2020
One Weight Bitwidth to Rule Them All
One Weight Bitwidth to Rule Them All
Ting-Wu Chin
P. Chuang
Vikas Chandra
Diana Marculescu
MQ
67
25
0
22 Aug 2020
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