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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
NTIRE 2020 Challenge on Image and Video Deblurring
Seungjun Nah
Sanghyun Son
Radu Timofte
Kyoung Mu Lee
201
34
0
04 May 2020
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
Computer Vision and Pattern Recognition (CVPR), 2020
Yunyang Xiong
Hanxiao Liu
Suyog Gupta
Berkin Akin
Gabriel Bender
Yongzhe Wang
Pieter-Jan Kindermans
Mingxing Tan
Vikas Singh
Bo Chen
ObjD
205
149
0
30 Apr 2020
Learning for Microrobot Exploration: Model-based Locomotion, Sparse-robust Navigation, and Low-power Deep Classification
Nathan Lambert
Farhan Toddywala
B. Liao
Eric Zhu
Lydia Lee
K. Pister
84
1
0
27 Apr 2020
SAIA: Split Artificial Intelligence Architecture for Mobile Healthcare System
Di Zhuang
Nam H. Nguyen
Keyu Chen
Jerome Chang
129
11
0
25 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection
Alexey Bochkovskiy
Chien-Yao Wang
H. Liao
VLM
ObjD
416
14,553
0
23 Apr 2020
DyNet: Dynamic Convolution for Accelerating Convolutional Neural Networks
Yikang Zhang
Jian Zhang
Qiang-qiang Wang
Zhaobai Zhong
187
104
0
22 Apr 2020
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yu Qiu
Yun-Hai Liu
Shijie Li
Jing Xu
237
151
0
21 Apr 2020
A Data and Compute Efficient Design for Limited-Resources Deep Learning
Mirgahney Mohamed
Gabriele Cesa
Taco S. Cohen
Max Welling
MedIm
164
20
0
21 Apr 2020
LSQ+: Improving low-bit quantization through learnable offsets and better initialization
Brandon Smart
Jinwon Lee
Markus Nagel
Tijmen Blankevoort
Nojun Kwak
MQ
224
277
0
20 Apr 2020
ResNeSt: Split-Attention Networks
Hang Zhang
Chongruo Wu
Zhongyue Zhang
Yi Zhu
Yanghua Peng
...
Tong He
Jonas W. Mueller
R. Manmatha
Mu Li
Alex Smola
471
1,641
0
19 Apr 2020
HCM: Hardware-Aware Complexity Metric for Neural Network Architectures
Alex Karbachevsky
Chaim Baskin
Evgenii Zheltonozhskii
Yevgeny Yermolin
F. Gabbay
A. Bronstein
A. Mendelson
216
11
0
19 Apr 2020
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks
AAAI Conference on Artificial Intelligence (AAAI), 2020
Xin Chen
Lingxi Xie
Jun Wu
Longhui Wei
Yuhui Xu
Qi Tian
122
15
0
17 Apr 2020
LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification
Rui Li
Chenxi Duan
149
10
0
17 Apr 2020
Training with Quantization Noise for Extreme Model Compression
International Conference on Learning Representations (ICLR), 2020
Angela Fan
Pierre Stock
Benjamin Graham
Edouard Grave
Remi Gribonval
Edouard Grave
Armand Joulin
MQ
297
257
0
15 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation
IEEE Transactions on Image Processing (TIP), 2020
Yu-Huan Wu
Shanghua Gao
Jie Mei
Jun Xu
Deng-Ping Fan
Chao Zhao
Ming-Ming Cheng
324
425
0
15 Apr 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
Computer Vision and Pattern Recognition (CVPR), 2020
Alvin Wan
Xiaoliang Dai
Peizhao Zhang
Zijian He
Yuandong Tian
...
Matthew Yu
Tao Xu
Kan Chen
Peter Vajda
Joseph E. Gonzalez
184
320
0
12 Apr 2020
Meta-Learning in Neural Networks: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Timothy M. Hospedales
Antreas Antoniou
P. Micaelli
Amos Storkey
OOD
767
2,403
0
11 Apr 2020
ASL Recognition with Metric-Learning based Lightweight Network
Evgeny Izutov
SLR
226
7
0
10 Apr 2020
X3D: Expanding Architectures for Efficient Video Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Christoph Feichtenhofer
421
1,226
0
09 Apr 2020
COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays
Xin Li
Chengyin Li
D. Zhu
246
80
0
06 Apr 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Zhiqing Sun
Hongkun Yu
Xiaodan Song
Renjie Liu
Yiming Yang
Denny Zhou
MQ
416
934
0
06 Apr 2020
Evolving Normalization-Activation Layers
Neural Information Processing Systems (NeurIPS), 2020
Hanxiao Liu
Andrew Brock
Karen Simonyan
Quoc V. Le
268
89
0
06 Apr 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
Computer Vision and Pattern Recognition (CVPR), 2020
Zhengsu Chen
J. Niu
Lingxi Xie
Xuefeng Liu
Longhui Wei
Qi Tian
154
14
0
06 Apr 2020
EfficientPS: Efficient Panoptic Segmentation
International Journal of Computer Vision (IJCV), 2020
Rohit Mohan
Abhinav Valada
343
253
0
05 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
International Journal of Computer Vision (IJCV), 2020
Changqian Yu
Changxin Gao
Jingbo Wang
Gang Yu
Chunhua Shen
Nong Sang
SSeg
299
1,460
0
05 Apr 2020
Neural Architecture Search for Lightweight Non-Local Networks
Computer Vision and Pattern Recognition (CVPR), 2020
Yingwei Li
Xiaojie Jin
Jieru Mei
Xiaochen Lian
Linjie Yang
Cihang Xie
Qihang Yu
Yuyin Zhou
S. Bai
Alan Yuille
167
55
0
04 Apr 2020
TimeGate: Conditional Gating of Segments in Long-range Activities
Noureldien Hussein
Mihir Jain
B. Bejnordi
AI4TS
167
17
0
03 Apr 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation
European Conference on Computer Vision (ECCV), 2020
Chenfeng Xu
Bichen Wu
Zining Wang
Wei Zhan
Peter Vajda
Kurt Keutzer
Masayoshi Tomizuka
3DPC
250
407
0
03 Apr 2020
Learning Sparse & Ternary Neural Networks with Entropy-Constrained Trained Ternarization (EC2T)
Arturo Marbán
Daniel Becking
Simon Wiedemann
Wojciech Samek
MQ
169
14
0
02 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Zewen Li
Wenjie Yang
Shouheng Peng
Fan Liu
HAI
3DV
305
3,746
0
01 Apr 2020
MUXConv: Information Multiplexing in Convolutional Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2020
Zhichao Lu
Kalyanmoy Deb
Vishnu Boddeti
158
52
0
31 Mar 2020
TResNet: High Performance GPU-Dedicated Architecture
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
T. Ridnik
Hussam Lawen
Asaf Noy
Emanuel Ben-Baruch
Gilad Sharir
Itamar Friedman
OOD
440
248
0
30 Mar 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets
Computer Vision and Pattern Recognition (CVPR), 2020
D. Haase
Manuel Amthor
202
179
0
30 Mar 2020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
European Conference on Computer Vision (ECCV), 2020
Xiyang Dai
Dongdong Chen
Xiyang Dai
Yinpeng Chen
Lu Yuan
201
22
0
27 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Xiong Zhang
Hongmin Xu
Hong Mo
Jianchao Tan
Cheng Yang
Lei Wang
Wenqi Ren
AI4CE
211
95
0
26 Mar 2020
SPFCN: Select and Prune the Fully Convolutional Networks for Real-time Parking Slot Detection
Zhuoping Yu
Zhong Gao
Hansheng Chen
Yuyao Huang
169
18
0
25 Mar 2020
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models
European Conference on Computer Vision (ECCV), 2020
Jiahui Yu
Pengchong Jin
Hanxiao Liu
Gabriel Bender
Pieter-Jan Kindermans
Mingxing Tan
Thomas Huang
Xiaodan Song
Ruoming Pang
Quoc V. Le
338
323
0
24 Mar 2020
A Survey of Methods for Low-Power Deep Learning and Computer Vision
World Forum on Internet of Things (WF-IoT), 2020
Abhinav Goel
Caleb Tung
Yung-Hsiang Lu
George K. Thiruvathukal
VLM
151
100
0
24 Mar 2020
Dynamic ReLU
European Conference on Computer Vision (ECCV), 2020
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Dongdong Chen
Lu Yuan
Zicheng Liu
414
194
0
22 Mar 2020
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology
Xinyu Liu
Xiren Miao
Hao Jiang
Jia Chen
133
14
0
22 Mar 2020
GAN Compression: Efficient Architectures for Interactive Conditional GANs
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zhekai Zhang
Ji Lin
Yaoyao Ding
Zhijian Liu
Jun-Yan Zhu
Song Han
GAN
242
3
0
19 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation
European Conference on Computer Vision (ECCV), 2020
Huiyu Wang
Yukun Zhu
Bradley Green
Hartwig Adam
Alan Yuille
Liang-Chieh Chen
3DPC
374
780
0
17 Mar 2020
Highly Efficient Salient Object Detection with 100K Parameters
European Conference on Computer Vision (ECCV), 2020
Shanghua Gao
Yong-qiang Tan
Ming-Ming Cheng
Chengze Lu
Yunpeng Chen
Shuicheng Yan
469
198
0
12 Mar 2020
PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment
IEEE International Joint Conference on Neural Network (IJCNN), 2020
Sian-Yao Huang
W. Chu
157
11
0
11 Mar 2020
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild
International Journal of Computer Vision (IJCV), 2020
Haibo Jin
Tianran Ouyang
Ling Shao
CVBM
356
157
0
08 Mar 2020
Demographic Bias in Presentation Attack Detection of Iris Recognition Systems
European Signal Processing Conference (EUSIPCO), 2020
Meiling Fang
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
CVBM
156
37
0
06 Mar 2020
Accelerator-aware Neural Network Design using AutoML
Suyog Gupta
Berkin Akin
178
70
0
05 Mar 2020
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
International Conference on Machine Learning (ICML), 2020
Mao Ye
Chengyue Gong
Lizhen Nie
Denny Zhou
Adam R. Klivans
Qiang Liu
362
121
0
03 Mar 2020
Anytime Inference with Distilled Hierarchical Neural Ensembles
Adria Ruiz
Jakob Verbeek
UQCV
BDL
FedML
212
7
0
03 Mar 2020
A New Dataset, Poisson GAN and AquaNet for Underwater Object Grabbing
Chongwei Liu
Zhihui Wang
Shijie Wang
Tao Tang
Yulong Tao
Caifei Yang
Haojie Li
Xing Liu
Xin-Yue Fan
170
81
0
03 Mar 2020
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