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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
Cassandra: Detecting Trojaned Networks from Adversarial Perturbations
IEEE Access (IEEE Access), 2020
Xiaoyu Zhang
Lin Wang
Rohit Gupta
Nazanin Rahnavard
M. Shah
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197
27
0
28 Jul 2020
Split Computing for Complex Object Detectors: Challenges and Preliminary Results
Yoshitomo Matsubara
Marco Levorato
258
31
0
27 Jul 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images
Sachin Mehta
Ximing Lu
D. Weaver
J. Elmore
Hannaneh Hajishirzi
Linda G. Shapiro
127
7
0
25 Jul 2020
WeightNet: Revisiting the Design Space of Weight Networks
European Conference on Computer Vision (ECCV), 2020
Ningning Ma
Xinming Zhang
Jiawei Huang
Jian Sun
221
118
0
23 Jul 2020
TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning
Han Cai
Chuang Gan
Ligeng Zhu
Song Han
271
63
0
22 Jul 2020
NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Zhichao Lu
Kalyanmoy Deb
E. Goodman
W. Banzhaf
Vishnu Boddeti
244
161
0
20 Jul 2020
MCUNet: Tiny Deep Learning on IoT Devices
Ji Lin
Wei-Ming Chen
Chengyue Wu
J. Cohn
Chuang Gan
Song Han
466
598
0
20 Jul 2020
HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs
H. Habi
Roy H. Jennings
Arnon Netzer
MQ
196
74
0
20 Jul 2020
Survey on Deep Learning-based Kuzushiji Recognition
K. Ueki
Tomoka Kojima
124
7
0
19 Jul 2020
Resolution Switchable Networks for Runtime Efficient Image Recognition
European Conference on Computer Vision (ECCV), 2020
Yikai Wang
F. Sun
Duo Li
Anbang Yao
298
31
0
19 Jul 2020
Learning to Learn Parameterized Classification Networks for Scalable Input Images
European Conference on Computer Vision (ECCV), 2020
Duo Li
Anbang Yao
Qifeng Chen
156
12
0
13 Jul 2020
Accuracy Prediction with Non-neural Model for Neural Architecture Search
Renqian Luo
Xu Tan
Rui Wang
Tao Qin
Enhong Chen
Tie-Yan Liu
186
14
0
09 Jul 2020
GOLD-NAS: Gradual, One-Level, Differentiable
Kaifeng Bi
Lingxi Xie
Xin Chen
Longhui Wei
Qi Tian
OOD
AI4CE
126
46
0
07 Jul 2020
Discretization-Aware Architecture Search
Yunjie Tian
Chang-rui Liu
Lingxi Xie
Jianbin Jiao
QiXiang Ye
95
34
0
07 Jul 2020
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones
V. Parmar
Narayani Bhatia
Shubham Negi
Manan Suri
SSeg
106
12
0
06 Jul 2020
Rethinking Bottleneck Structure for Efficient Mobile Network Design
Zhou Daquan
Qibin Hou
Yunpeng Chen
Jiashi Feng
Shuicheng Yan
265
249
0
05 Jul 2020
Low-Power Object Counting with Hierarchical Neural Networks
Abhinav Goel
Caleb Tung
Sarah Aghajanzadeh
Isha Ghodgaonkar
Shreya Ghosh
George K. Thiruvathukal
Yung-Hsiang Lu
111
9
0
02 Jul 2020
Rethinking Channel Dimensions for Efficient Model Design
Dongyoon Han
Sangdoo Yun
Byeongho Heo
Y. Yoo
3DV
228
106
0
02 Jul 2020
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks
Denny Zhou
Mao Ye
Chen Chen
Tianjian Meng
Mingxing Tan
Xiaodan Song
Quoc V. Le
Qiang Liu
Dale Schuurmans
153
21
0
01 Jul 2020
Testing match-3 video games with Deep Reinforcement Learning
Nicholas Napolitano
71
3
0
30 Jun 2020
Asymmetric metric learning for knowledge transfer
Mateusz Budnik
Yannis Avrithis
180
41
0
29 Jun 2020
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures
Yawei Li
Wen Li
Martin Danelljan
Lucas Beerens
Shuhang Gu
Luc Van Gool
Radu Timofte
296
21
0
29 Jun 2020
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation
Jun Liu
Qing Li
Rui Cao
Wenming Tang
Guoping Qiu
MDE
181
41
0
27 Jun 2020
Making DensePose fast and light
Ruslan Rakhimov
Emil Bogomolov
A. Notchenko
Fung Mao
Alexey Artemov
Denis Zorin
Evgeny Burnaev
CVBM
3DH
208
5
0
26 Jun 2020
Neural Architecture Design for GPU-Efficient Networks
Ming Lin
Hesen Chen
Xiuyu Sun
Qi Qian
Hao Li
Rong Jin
GNN
179
22
0
24 Jun 2020
Time for a Background Check! Uncovering the impact of Background Features on Deep Neural Networks
Vikash Sehwag
Rajvardhan Oak
M. Chiang
Prateek Mittal
FAtt
128
7
0
24 Jun 2020
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2020
Eugene Lee
Chen-Yi Lee
111
15
0
23 Jun 2020
DO-Conv: Depthwise Over-parameterized Convolutional Layer
Jinming Cao
Yangyan Li
Mingchao Sun
Ying-Cong Chen
Dani Lischinski
Daniel Cohen-Or
Baoquan Chen
Changhe Tu
OOD
165
227
0
22 Jun 2020
Sparse GPU Kernels for Deep Learning
Trevor Gale
Matei A. Zaharia
C. Young
Erich Elsen
270
265
0
18 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
FrostNet: Towards Quantization-Aware Network Architecture Search
Taehoon Kim
Y. Yoo
Jihoon Yang
MQ
294
2
0
17 Jun 2020
Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition
Zhaoqiang Xia
Wei Peng
Huai-Qian Khor
Xiaoyi Feng
Guoying Zhao
207
149
0
17 Jun 2020
Fine-Grained Stochastic Architecture Search
S. Chaudhuri
Elad Eban
Hanhan Li
Max Moroz
Yair Movshovitz-Attias
143
8
0
17 Jun 2020
Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors
C. Coelho
Aki Kuusela
Shane Li
Zhuang Hao
T. Aarrestad
Vladimir Loncar
J. Ngadiuba
M. Pierini
Adrian Alan Pol
S. Summers
MQ
305
217
0
15 Jun 2020
Few-shot Neural Architecture Search
International Conference on Machine Learning (ICML), 2020
Yiyang Zhao
Linnan Wang
Yuandong Tian
Rodrigo Fonseca
Tian Guo
522
98
0
11 Jun 2020
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming
IEEE International Conference on Computer Vision (ICCV), 2020
Mehrdad Khani Shirkoohi
Pouya Hamadanian
Arash Nasr-Esfahany
Mohammad Alizadeh
237
54
0
11 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies
Yu Huang
Yue Chen
3DPC
501
93
0
10 Jun 2020
Visual Transformers: Token-based Image Representation and Processing for Computer Vision
Bichen Wu
Chenfeng Xu
Xiaoliang Dai
Alvin Wan
Peizhao Zhang
Zhicheng Yan
Masayoshi Tomizuka
Alfons Kemper
Kurt Keutzer
Peter Vajda
ViT
371
674
0
05 Jun 2020
AutoHAS: Efficient Hyperparameter and Architecture Search
Xuanyi Dong
Mingxing Tan
Adams Wei Yu
Daiyi Peng
Bogdan Gabrys
Quoc V. Le
TPM
183
24
0
05 Jun 2020
Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
USENIX Symposium on Operating Systems Design and Implementation (OSDI), 2020
A. Gujarati
Reza Karimi
Safya Alzayat
Wei Hao
Antoine Kaufmann
Ymir Vigfusson
Jonathan Mace
345
352
0
03 Jun 2020
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
Xiaoliang Dai
Alvin Wan
Peizhao Zhang
Bichen Wu
Zijian He
...
Kan Chen
Yuandong Tian
Matthew Yu
Peter Vajda
Joseph E. Gonzalez
363
75
0
03 Jun 2020
A Light-Weighted Convolutional Neural Network for Bitemporal SAR Image Change Detection
Rongfang Wang
Fan Ding
L. Jiao
Jiawei Chen
Bo Liu
Wenping Ma
Mi Wang
214
2
0
29 May 2020
AOWS: Adaptive and optimal network width search with latency constraints
Maxim Berman
Leonid Pischulin
N. Xu
Matthew B. Blaschko
Gérard Medioni
116
30
0
21 May 2020
Joint Multi-Dimension Pruning via Numerical Gradient Update
Zechun Liu
Xinming Zhang
Zhiqiang Shen
Zhe Li
Yichen Wei
Kwang-Ting Cheng
Jian Sun
173
20
0
18 May 2020
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search
Xin Xia
Xuefeng Xiao
Xing Wang
Min Zheng
191
20
0
15 May 2020
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks
Chunjie Luo
Jianfeng Zhan
Lei Wang
Wanling Gao
201
1
0
14 May 2020
Exploiting Multi-Layer Grid Maps for Surround-View Semantic Segmentation of Sparse LiDAR Data
Frank Bieder
Sascha Wirges
Johannes Janosovits
Sven Richter
Zheyuan Wang
Christoph Stiller
3DPC
159
13
0
13 May 2020
Neural Architecture Transfer
Zhichao Lu
Gautam Sreekumar
E. Goodman
W. Banzhaf
Kalyanmoy Deb
Vishnu Boddeti
AAML
272
151
0
12 May 2020
Noisy Differentiable Architecture Search
Xiangxiang Chu
Bo Zhang
207
44
0
07 May 2020
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
Chunjie Luo
Xiwen He
Jianfeng Zhan
Lei Wang
Wanling Gao
Jiahui Dai
ELM
190
68
0
07 May 2020
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