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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
XSepConv: Extremely Separated Convolution
Jiarong Chen
Zongqing Lu
Jing-Hao Xue
Q. Liao
MDE
114
9
0
27 Feb 2020
Searching for Winograd-aware Quantized Networks
Conference on Machine Learning and Systems (MLSys), 2020
Javier Fernandez-Marques
P. Whatmough
Andrew Mundy
Matthew Mattina
MQ
144
41
0
25 Feb 2020
Robot Perception of Static and Dynamic Objects with an Autonomous Floor Scrubber
Intelligent Service Robotics (ISR), 2020
Zhi Yan
Simon Schreiberhuber
G. Halmetschlager
T. Duckett
Markus Vincze
Nicola Bellotto
142
32
0
24 Feb 2020
Knapsack Pruning with Inner Distillation
Y. Aflalo
Asaf Noy
Ming Lin
Itamar Friedman
Lihi Zelnik-Manor
3DPC
190
36
0
19 Feb 2020
BABO: Background Activation Black-Out for Efficient Object Detection
Byungseok Roh
Hankyu Cho
Myung-Ho Ju
Soon Hyung Pyo
ObjD
152
1
0
05 Feb 2020
Localizing Interpretable Multi-scale informative Patches Derived from Media Classification Task
Chuanguang Yang
Zhulin An
Xiaolong Hu
Hui Zhu
Yongjun Xu
97
0
0
31 Jan 2020
Latency-Aware Differentiable Neural Architecture Search
Yuhui Xu
Lingxi Xie
Xiaopeng Zhang
Xin Chen
Bowen Shi
Qi Tian
H. Xiong
OOD
135
33
0
17 Jan 2020
Approximating Activation Functions
Nicholas Gerard Timmons
Andrew Rice
113
17
0
17 Jan 2020
MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?
Joseph Bethge
Christian Bartz
Haojin Yang
Ying-Cong Chen
Christoph Meinel
MQ
269
97
0
16 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Xiangxiang Chu
Shun Lu
Xudong Li
Bo Zhang
422
24
0
16 Jan 2020
Interpretation and Simplification of Deep Forest
Sangwon Kim
Mira Jeong
ByoungChul Ko
FAtt
265
8
0
14 Jan 2020
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems
Isabelle Leang
Ganesh Sistu
Fabian Burger
Andrei Bursuc
S. Yogamani
291
55
0
07 Jan 2020
FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network
IFIP International Information Security Conference (IIS), 2020
Hyeonseong Jeon
Youngoh Bang
Simon S. Woo
128
64
0
05 Jan 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2020
Dongzhan Zhou
Xinchi Zhou
Wenwei Zhang
Chen Change Loy
Shuai Yi
Xuesen Zhang
Wanli Ouyang
286
123
0
05 Jan 2020
Scalable NAS with Factorizable Architectural Parameters
Lanfei Wang
Lingxi Xie
Tianyi Zhang
Jun Guo
Qi Tian
168
3
0
31 Dec 2019
BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search
Muyuan Fang
Qiang-qiang Wang
Zhaobai Zhong
OOD
169
9
0
24 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild
International Journal of Computer Vision (IJCV), 2019
Xin Chen
Lingxi Xie
Jun Wu
Qi Tian
292
101
0
23 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images
Applied Artificial Intelligence (AAI), 2019
Irem Ülkü
Erdem Akagündüz
SSeg
516
213
0
21 Dec 2019
Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks
Andrey Kuzmin
Markus Nagel
Saurabh Pitre
Sandeep Pendyam
Tijmen Blankevoort
Max Welling
162
27
0
20 Dec 2019
AtomNAS: Fine-Grained End-to-End Neural Architecture Search
International Conference on Learning Representations (ICLR), 2019
Jieru Mei
Yingwei Li
Xiaochen Lian
Xiaojie Jin
Linjie Yang
Alan Yuille
Jianchao Yang
191
109
0
20 Dec 2019
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
Computer Vision and Pattern Recognition (CVPR), 2019
Arash Vahdat
Arun Mallya
Ming-Yuan Liu
Jan Kautz
143
37
0
16 Dec 2019
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
Computer Vision and Pattern Recognition (CVPR), 2019
Xianzhi Du
Nayeon Lee
Pengchong Jin
Golnaz Ghiasi
Mingxing Tan
Huayu Chen
Quoc V. Le
Xiaodan Song
299
182
0
10 Dec 2019
Efficient Differentiable Neural Architecture Search with Meta Kernels
Shoufa Chen
Yunpeng Chen
Shuicheng Yan
Jiashi Feng
144
20
0
10 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels
Computer Vision and Pattern Recognition (CVPR), 2019
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Dongdong Chen
Lu Yuan
Zicheng Liu
356
1,171
0
07 Dec 2019
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices
Computer Vision and Pattern Recognition (CVPR), 2019
Bo Chen
Golnaz Ghiasi
Hanxiao Liu
Nayeon Lee
Dmitry Kalenichenko
Hartwig Adam
Quoc V. Le
ObjD
184
56
0
02 Dec 2019
Face Detection with Feature Pyramids and Landmarks
Samuel W. F. Earp
Pavit Noinongyao
Justin A. Cairns
Ankush Ganguly
CVBM
180
15
0
02 Dec 2019
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation
Computer Vision and Pattern Recognition (CVPR), 2019
Changlin Li
Jiefeng Peng
Liuchun Yuan
Guangrun Wang
Xiaodan Liang
Liang Lin
Xiaojun Chang
353
195
0
29 Nov 2019
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
European Conference on Computer Vision (ECCV), 2019
Xiangxiang Chu
Tianbao Zhou
Bo Zhang
Jixiang Li
356
340
0
27 Nov 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
Chien-Yao Wang
H. Liao
I-Hau Yeh
Yueh-hua Wu
Ping-Yang Chen
J. Hsieh
449
3,823
0
27 Nov 2019
GhostNet: More Features from Cheap Operations
Computer Vision and Pattern Recognition (CVPR), 2019
Kai Han
Yunhe Wang
Qi Tian
Jianyuan Guo
Chunjing Xu
Chang Xu
403
3,603
0
27 Nov 2019
Domain-Aware Dynamic Networks
Tianyuan Zhang
Bichen Wu
Xin Wang
Joseph E. Gonzalez
Kurt Keutzer
151
6
0
26 Nov 2019
Structured Multi-Hashing for Model Compression
Computer Vision and Pattern Recognition (CVPR), 2019
Elad Eban
Yair Movshovitz-Attias
Hao Wu
Mark Sandler
Andrew Poon
Yerlan Idelbayev
M. A. Carreira-Perpiñán
224
19
0
25 Nov 2019
Radius Adaptive Convolutional Neural Network
Meisam Rakhshanfar
127
0
0
25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Xukai Xie
Yuan Zhou
S. Kung
161
39
0
24 Nov 2019
Design and Experiments with a Robot-Driven Underwater Holographic Microscope for Low-Cost In Situ Particle Measurements
Journal of Intelligent and Robotic Systems (J. Intell. Robot. Syst.), 2019
K. Mallery
Dario J. Canelón
Jiarong Hong
Nikolaos Papanikolopoulos
67
11
0
22 Nov 2019
HybridNetSeg: A Compact Hybrid Network for Retinal Vessel Segmentation
Ling Luo
Dingyu Xue
Xinglong Feng
77
3
0
22 Nov 2019
Adversarial Examples Improve Image Recognition
Computer Vision and Pattern Recognition (CVPR), 2019
Cihang Xie
Mingxing Tan
Boqing Gong
Jiang Wang
Alan Yuille
Quoc V. Le
AAML
390
609
0
21 Nov 2019
Search to Distill: Pearls are Everywhere but not the Eyes
Computer Vision and Pattern Recognition (CVPR), 2019
Yu Liu
Xuhui Jia
Mingxing Tan
Raviteja Vemulapalli
Yukun Zhu
Bradley Green
Xiaogang Wang
284
71
0
20 Nov 2019
EfficientDet: Scalable and Efficient Object Detection
Computer Vision and Pattern Recognition (CVPR), 2019
Mingxing Tan
Ruoming Pang
Quoc V. Le
969
6,327
0
20 Nov 2019
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
Hyojin Park
Lars Lowe Sjösund
Y. Yoo
Nicolas Monet
Jihwan Bang
Nojun Kwak
SSeg
338
27
0
20 Nov 2019
Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution
Chih-Chung Hsu
Chia-Hsiang Lin
SupR
81
10
0
20 Nov 2019
DRNet: Dissect and Reconstruct the Convolutional Neural Network via Interpretable Manners
European Conference on Artificial Intelligence (ECAI), 2019
Xiaolong Hu
Zhulin An
Chuanguang Yang
Hui Zhu
Kaiqiang Xu
Yongjun Xu
266
3
0
20 Nov 2019
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition
Bing Xu
Andrew Tulloch
Yunpeng Chen
Xiaomeng Yang
Lin Qiao
129
4
0
19 Nov 2019
ISP4ML: Understanding the Role of Image Signal Processing in Efficient Deep Learning Vision Systems
Patrick Hansen
Alexey Vilkin
Yu. V. Khrustalev
J. Imber
David Hanwell
Matthew Mattina
P. Whatmough
VLM
322
10
0
18 Nov 2019
Fine-Grained Neural Architecture Search
Heewon Kim
Seokil Hong
Bohyung Han
Heesoo Myeong
Kyoung Mu Lee
AI4CE
114
13
0
18 Nov 2019
Any-Precision Deep Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2019
Haichao Yu
Haoxiang Li
Humphrey Shi
Thomas S. Huang
G. Hua
MQ
266
74
0
17 Nov 2019
Iteratively Training Look-Up Tables for Network Quantization
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2018
Fabien Cardinaux
Stefan Uhlich
K. Yoshiyama
Javier Alonso García
Lukas Mauch
Stephen Tiedemann
Thomas Kemp
Akira Nakamura
MQ
202
19
0
12 Nov 2019
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results
Kai Zhang
Shuhang Gu
Radu Timofte
Zheng Hui
Xiumei Wang
...
Y. Niu
Peijin Zhuo
Xiangzhen Kong
Long Sun
Wenhao Wang
SupR
195
59
0
04 Nov 2019
Eye Semantic Segmentation with a Lightweight Model
V. Huynh
Soohyung Kim
Gueesang Lee
Hyung-Jeong Yang
VLM
3DV
139
19
0
04 Nov 2019
Ternary MobileNets via Per-Layer Hybrid Filter Banks
Dibakar Gope
Jesse G. Beu
Urmish Thakker
Matthew Mattina
MQ
169
15
0
04 Nov 2019
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