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1905.02244
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Searching for MobileNetV3
IEEE International Conference on Computer Vision (ICCV), 2019
6 May 2019
Andrew G. Howard
Mark Sandler
Grace Chu
Liang-Chieh Chen
Bo Chen
Mingxing Tan
Weijun Wang
Yukun Zhu
Ruoming Pang
Vijay Vasudevan
Quoc V. Le
Hartwig Adam
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Papers citing
"Searching for MobileNetV3"
50 / 1,991 papers shown
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Jun Wan
Yunxiao Qin
Amritpal Singh
Stan Z. Li
Guoying Zhao
CVBM
208
244
0
03 Nov 2020
Real-time Semantic Segmentation with Context Aggregation Network
IEEE International Conference on Robotics and Automation (ICRA), 2020
M. Yang
Saumya Kumaar
Ye Lyu
F. Nex
SSeg
298
75
0
02 Nov 2020
Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough
Neural Information Processing Systems (NeurIPS), 2020
Mao Ye
Lemeng Wu
Qiang Liu
139
17
0
29 Oct 2020
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
Neural Information Processing Systems (NeurIPS), 2020
Houwen Peng
Hao Du
Hongyuan Yu
Qi Li
Jing Liao
Jianlong Fu
256
72
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29 Oct 2020
Micro Stripes Analyses for Iris Presentation Attack Detection
Meiling Fang
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
212
7
0
28 Oct 2020
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
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Kai Han
Yunhe Wang
Qiulin Zhang
Wei Zhang
Chunjing Xu
Tong Zhang
287
98
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28 Oct 2020
DNA: Differentiable Network-Accelerator Co-Search
Yongan Zhang
Y. Fu
Weiwen Jiang
Chaojian Li
Haoran You
Meng Li
Vikas Chandra
Yingyan Lin
325
18
0
28 Oct 2020
Efficient Scale-Permuted Backbone with Learned Resource Distribution
Xianzhi Du
Nayeon Lee
Pengchong Jin
Huayu Chen
Mingxing Tan
Quoc V. Le
Xiaodan Song
120
3
0
22 Oct 2020
Dense Dual-Path Network for Real-time Semantic Segmentation
Asian Conference on Computer Vision (ACCV), 2020
Xinneng Yang
Yan Wu
Siyue Tao
Feilin Liu
SSeg
190
12
0
21 Oct 2020
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
ACM International Conference on Embedded Networked Sensor Systems (SenSys), 2020
Ran Xu
Chen-Da Liu-Zhang
Pengcheng Wang
Jayoung Lee
Subrata Mitra
Somali Chaterji
Yin Li
S. Bagchi
125
67
0
21 Oct 2020
On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application
Fadi Boutros
Naser Damer
Kiran Raja
Raghavendra Ramachandra
Florian Kirchbuchner
Arjan Kuijper
CVBM
142
26
0
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HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network
P. Yuan
Shufei Lin
Cheng Cui
Yuning Du
Ruoyu Guo
Dongliang He
Errui Ding
Shumin Han
134
55
0
15 Oct 2020
Neural Enhancement in Content Delivery Systems: The State-of-the-Art and Future Directions
Royson Lee
Stylianos I. Venieris
Nicholas D. Lane
182
8
0
12 Oct 2020
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification
Neural Information Processing Systems (NeurIPS), 2020
Yulin Wang
Kangchen Lv
Rui Huang
Shiji Song
Le Yang
Gao Huang
3DH
163
164
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11 Oct 2020
Multi-path Neural Networks for On-device Multi-domain Visual Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Qifei Wang
Junjie Ke
Joshua Greaves
Grace Chu
Gabriel Bender
...
Andrew G. Howard
Feng Yang
Ming-Hsuan Yang
Jeff Gilbert
P. Milanfar
204
10
0
10 Oct 2020
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework
International Conference on Machine Learning (ICML), 2020
Wenxiao Wang
Minghao Chen
Shuai Zhao
Long Chen
Jinming Hu
Haifeng Liu
Deng Cai
Xiaofei He
Wei Liu
375
65
0
10 Oct 2020
Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Mingzhu Shen
Feng Liang
Yazhe Niu
Yuhang Li
Chuming Li
Chen Lin
F. Yu
Junjie Yan
Wanli Ouyang
MQ
215
45
0
09 Oct 2020
Asymmetric Loss For Multi-Label Classification
Emanuel Ben-Baruch
T. Ridnik
Nadav Zamir
Asaf Noy
Itamar Friedman
M. Protter
Lihi Zelnik-Manor
420
708
0
29 Sep 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing
Ping Lang
Xiongjun Fu
M. Martorella
Jian Dong
Rui Qin
Xianpeng Meng
M. Xie
182
50
0
29 Sep 2020
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
Douglas De Rizzo Meneghetti
T. P. D. Homem
Jonas Henrique Renolfi de Oliveira
I. J. Silva
D. Perico
Reinaldo A. C. Bianchi
119
9
0
28 Sep 2020
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition
Bing Li
Xin Tang
Xianbiao Qi
Yihao Chen
Rong Xiao
114
9
0
23 Sep 2020
PP-OCR: A Practical Ultra Lightweight OCR System
Yuning Du
Chenxia Li
Ruoyu Guo
Xiaoting Yin
Weiwei Liu
...
Yifan Bai
Zilin Yu
Yehua Yang
Qingqing Dang
Hongya Wang
358
259
0
21 Sep 2020
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
Zhiqiang Shen
Marios Savvides
283
68
0
17 Sep 2020
EfficientNet-eLite: Extremely Lightweight and Efficient CNN Models for Edge Devices by Network Candidate Search
Journal of Signal Processing Systems (JSPS), 2020
Ching-Chen Wang
Ching-Te Chiu
Jheng-Yi Chang
115
32
0
16 Sep 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results
Lucas Beerens
Martin Danelljan
Yawei Li
Radu Timofte
Jie Liu
...
Wenhao Wang
Zhenbing Liu
Rushi Lan
Rao Muhammad Umer
C. Micheloni
SupR
193
99
0
15 Sep 2020
EfficientSeg: An Efficient Semantic Segmentation Network
V. B. Yesilkaynak
Y. Sahin
Gözde B. Ünal
SSeg
138
10
0
14 Sep 2020
Adaptive Convolution Kernel for Artificial Neural Networks
Journal of Visual Communication and Image Representation (JVCIR), 2020
F. B. Tek
Ilker Çam
D. Karli
102
18
0
14 Sep 2020
DANCE: Differentiable Accelerator/Network Co-Exploration
Design Automation Conference (DAC), 2020
Kanghyun Choi
Deokki Hong
Hojae Yoon
Joonsang Yu
Youngsok Kim
Jinho Lee
277
49
0
14 Sep 2020
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks
Baozhou Zhu
P. Hofstee
Jinho Lee
Zaid Al-Ars
MQ
130
2
0
11 Sep 2020
Extending Label Smoothing Regularization with Self-Knowledge Distillation
Jiyue Wang
Pei Zhang
Wenjie Pang
Jie Li
100
0
0
11 Sep 2020
Activate or Not: Learning Customized Activation
Computer Vision and Pattern Recognition (CVPR), 2020
Ningning Ma
Xinming Zhang
Ming Liu
Jian Sun
233
132
0
10 Sep 2020
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
Jaeseong Lee
Duseok Kang
S. Ha
223
10
0
04 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
International Conference on Learning Representations (ICLR), 2020
Xiangxiang Chu
Xiaoxing Wang
Bo Zhang
Shun Lu
Xiaolin K. Wei
Junchi Yan
275
180
0
02 Sep 2020
Iris Liveness Detection Competition (LivDet-Iris) -- The 2020 Edition
Priyanka Das
Joseph McGrath
Zhaoyuan Fang
Aidan Boyd
Ganghee Jang
...
Fadi Boutros
Arjan Kuijper
Renu Sharma
Cunjian Chen
Arun Ross
VLM
135
46
0
01 Sep 2020
Recognition Oriented Iris Image Quality Assessment in the Feature Space
Leyuan Wang
Kunbo Zhang
Min Ren
Yunlong Wang
Zhenan Sun
CVBM
140
7
0
01 Sep 2020
Moderately Supervised Learning: Definition, Framework and Generality
Artificial Intelligence Review (AI Review), 2020
Yongquan Yang
OffRL
368
5
0
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OpenBot: Turning Smartphones into Robots
Matthias Muller
V. Koltun
155
24
0
24 Aug 2020
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition
Zitong Yu
Benjia Zhou
Jun Wan
Pichao Wang
Zhaodong Sun
Xin Liu
Stan Z. Li
Guoying Zhao
3DPC
248
110
0
21 Aug 2020
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform
Shijie Li
Xieyuanli Chen
Yun-Hai Liu
Dengxin Dai
C. Stachniss
Juergen Gall
3DPC
186
94
0
20 Aug 2020
Learning Connectivity of Neural Networks from a Topological Perspective
Kun Yuan
Quanquan Li
Jing Shao
Junjie Yan
199
2
0
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Discovering Multi-Hardware Mobile Models via Architecture Search
Grace Chu
Okan Arikan
Gabriel Bender
Weijun Wang
Achille Brighton
Pieter-Jan Kindermans
Hanxiao Liu
Berkin Akin
Suyog Gupta
Andrew G. Howard
MQ
217
21
0
18 Aug 2020
Cascaded channel pruning using hierarchical self-distillation
Roy Miles
K. Mikolajczyk
126
8
0
16 Aug 2020
Can weight sharing outperform random architecture search? An investigation with TuNAS
Gabriel Bender
Hanxiao Liu
Bo Chen
Grace Chu
Shuyang Cheng
Pieter-Jan Kindermans
Quoc V. Le
OOD
177
129
0
13 Aug 2020
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network
European Conference on Computer Vision (ECCV), 2020
Anh-Huy Phan
Konstantin Sobolev
Konstantin Sozykin
Dmitry Ermilov
Julia Gusak
P. Tichavský
Valeriy Glukhov
Ivan Oseledets
A. Cichocki
BDL
197
154
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12 Aug 2020
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European Conference on Computer Vision (ECCV), 2020
Yibo Hu
Xiang Wu
Ran He
177
47
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European Conference on Computer Vision (ECCV), 2020
Eunhyeok Park
S. Yoo
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205
93
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NASB: Neural Architecture Search for Binary Convolutional Neural Networks
IEEE International Joint Conference on Neural Network (IJCNN), 2020
Baozhou Zhu
Zaid Al-Ars
P. Hofstee
MQ
184
23
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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
392
118
0
04 Aug 2020
The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study
Data Compression Conference (DCC), 2020
Xiyang Luo
Hossein Talebi
Feng Yang
Michael Elad
P. Milanfar
171
43
0
03 Aug 2020
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