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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
Global2Local: Efficient Structure Search for Video Action Segmentation
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Qi Han
Zhong-Yu Li
Pai Peng
Liang Wang
Ming-Ming Cheng
EgoV
324
87
0
04 Jan 2021
MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification
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Qi Zhao
Shuchang Lyu
Yuewen Li
Yujing Ma
Lijiang Chen
155
37
0
29 Dec 2020
Balance-Oriented Focal Loss with Linear Scheduling for Anchor Free Object Detection
Hopyong Gil
Sangwook Park
Yusang Park
Wongoo Han
Juyean Hong
Juneyoung Jung
ObjD
102
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26 Dec 2020
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search
Y. Fu
Zhongzhi Yu
Yongan Zhang
Yingyan Lin
291
5
0
24 Dec 2020
Low-latency Perception in Off-Road Dynamical Low Visibility Environments
Expert systems with applications (ESWA), 2020
Nelson Alves Ferreira Neto
Marco Ruiz
M. Reis
Tiago Cajahyba
David F. N. Oliveira
Ana Barreto
Eduardo F. Simas Filho
Wagner Luiz Alves de Oliveira
L. Schnitman
Roberto L. S. Monteiro
75
10
0
23 Dec 2020
Efficient video annotation with visual interpolation and frame selection guidance
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Alina Kuznetsova
Aakrati Talati
Yiwen Luo
Keith Simmons
V. Ferrari
211
21
0
23 Dec 2020
YolactEdge: Real-time Instance Segmentation on the Edge
IEEE International Conference on Robotics and Automation (ICRA), 2020
Haotian Liu
Rafael Rivera Soto
Fanyi Xiao
Yong Jae Lee
ISeg
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175
73
0
22 Dec 2020
Augmentation Inside the Network
Maciej Sypetkowski
Jakub Jasiulewicz
Z. Wojna
OOD
122
2
0
19 Dec 2020
Neural Pruning via Growing Regularization
International Conference on Learning Representations (ICLR), 2020
Huan Wang
Can Qin
Yulun Zhang
Y. Fu
291
184
0
16 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
IEEE International Conference on Computer Vision (ICCV), 2020
Bert Moons
Parham Noorzad
Andrii Skliar
G. Mariani
Dushyant Mehta
Chris Lott
Tijmen Blankevoort
426
46
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16 Dec 2020
Two-Stage Copy-Move Forgery Detection with Self Deep Matching and Proposal SuperGlue
IEEE Transactions on Image Processing (TIP), 2020
Yaqi Liu
Chao Xia
Xiaobin Zhu
Shengwei Xu
3DPC
115
79
0
16 Dec 2020
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Xiaoyang Lyu
Lu Liu
Mengmeng Wang
Xin Kong
Lina Liu
Yong Liu
Xinxin Chen
Yi Yuan
MDE
231
320
0
14 Dec 2020
Meticulous Object Segmentation
Chenglin Yang
Yilin Wang
Jianming Zhang
Chentao Song
Zhe Lin
Alan Yuille
265
12
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13 Dec 2020
A Comprehensive Study of Deep Video Action Recognition
Yi Zhu
Xinyu Li
Chunhui Liu
Mohammadreza Zolfaghari
Yuanjun Xiong
Chongruo Wu
Zhi-Li Zhang
Joseph Tighe
R. Manmatha
Mu Li
VLM
AI4TS
283
210
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11 Dec 2020
Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition
Zhaoqun Li
Hongren Wang
Jinxing Li
3DPC
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165
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10 Dec 2020
Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee
Youngjae Yu
Gunhee Kim
Thomas Breuel
Jan Kautz
Yale Song
ViT
281
88
0
08 Dec 2020
Rethinking FUN: Frequency-Domain Utilization Networks
Kfir Goldberg
Stav Shapiro
Elad Richardson
S. Avidan
190
9
0
06 Dec 2020
EVRNet: Efficient Video Restoration on Edge Devices
ACM Multimedia (ACM MM), 2020
Sachin Mehta
Amit Kumar
F. Reda
Varun Nasery
Vikram Mulukutla
Rakesh Ranjan
Vikas Chandra
145
13
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03 Dec 2020
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models
International Conference on Learning Representations (ICLR), 2020
Xiaofang Wang
Dan Kondratyuk
Eric Christiansen
Kris Kitani
Y. Alon
Elad Eban
624
59
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03 Dec 2020
Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset
Korranat Naruenatthanaset
T. Chalidabhongse
D. Palasuwan
Qirui Yang
A. Palasuwan
294
24
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02 Dec 2020
An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution
Wenyu Sun
Jian Cao
Pengtao Xu
Xiangcheng Liu
Pu Li
129
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0
02 Dec 2020
NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
Computer Vision and Pattern Recognition (CVPR), 2020
Zhengang Li
Geng Yuan
Wei Niu
Pu Zhao
Yanyu Li
...
Sijia Liu
Kaiyuan Yang
Bin Ren
Yanzhi Wang
Xue Lin
MQ
375
31
0
01 Dec 2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification
IEEE Access (IEEE Access), 2020
Youngwan Lee
Hyungil Kim
Kimin Yun
Jinyoung Moon
273
13
0
01 Dec 2020
Explaining Deep Learning Models for Structured Data using Layer-Wise Relevance Propagation
hsan Ullah
André Ríos
Vaibhav Gala
Susan Mckeever
FAtt
195
10
0
26 Nov 2020
Adaptive Multiplane Image Generation from a Single Internet Picture
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
D. Luvizon
Gustavo Sutter P. Carvalho
A. Santos
Jhonatas S. Conceição
J. L. Flores-Campana
L. Decker
M. R. Souza
Hélio Pedrini
Antonio Joia
O. A. B. Penatti
3DV
144
18
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26 Nov 2020
torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation
International Workshop on Reproducible Research in Pattern Recognition (RRPR), 2020
Yoshitomo Matsubara
263
25
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25 Nov 2020
aw_nas: A Modularized and Extensible NAS framework
Xuefei Ning
Changcheng Tang
Wenshuo Li
Songyi Yang
Tianchen Zhao
Niansong Zhang
Tianyi Lu
Shuang Liang
Huazhong Yang
Yu Wang
219
6
0
25 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective
Neurocomputing (Neurocomputing), 2020
Di Liu
Hao Kong
Xiangzhong Luo
Weichen Liu
Ravi Subramaniam
262
153
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25 Nov 2020
MicroNet: Towards Image Recognition with Extremely Low FLOPs
Yunsheng Li
Yinpeng Chen
Xiyang Dai
Dongdong Chen
Xiyang Dai
Lu Yuan
Zicheng Liu
Lei Zhang
Nuno Vasconcelos
164
29
0
24 Nov 2020
Scaling Wide Residual Networks for Panoptic Segmentation
Liang-Chieh Chen
Huiyu Wang
Siyuan Qiao
SSeg
334
51
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23 Nov 2020
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks
Humam Alwassel
Silvio Giancola
Guohao Li
254
143
0
23 Nov 2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation
IEEE International Conference on Computer Vision (ICCV), 2020
Xiaoxing Wang
Xiangxiang Chu
Yuda Fan
Zhexi Zhang
Bo Zhang
Yunbo Wang
Junchi Yan
265
5
0
23 Nov 2020
FP-NAS: Fast Probabilistic Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2020
Zhicheng Yan
Xiaoliang Dai
Peizhao Zhang
Yuandong Tian
Bichen Wu
Matt Feiszli
268
26
0
22 Nov 2020
Evolving Search Space for Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Yuanzheng Ci
Chen Lin
Ming Sun
Boyu Chen
Hongwen Zhang
Wanli Ouyang
270
48
0
22 Nov 2020
HAWQV3: Dyadic Neural Network Quantization
International Conference on Machine Learning (ICML), 2020
Z. Yao
Zhen Dong
Zhangcheng Zheng
A. Gholami
Jiali Yu
...
Leyuan Wang
Qijing Huang
Yida Wang
Michael W. Mahoney
Kurt Keutzer
MQ
364
91
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20 Nov 2020
Large Scale Neural Architecture Search with Polyharmonic Splines
Ulrich Finkler
Michele Merler
Yikang Shen
Mayoore S. Jaiswal
Hui Wu
...
Chun-Fu Chen
Minsik Cho
David S. Kung
Rogerio Feris
Bishwaranjan Bhattacharjee
AI4CE
124
1
0
20 Nov 2020
MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing
IEEE International Conference on Computer Vision (ICCV), 2020
Yuhang Li
Feng Zhu
Yazhe Niu
Mingzhu Shen
Xin Dong
F. Yu
Shaoqing Lu
Shi Gu
MQ
221
51
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19 Nov 2020
Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks
Conference on Machine Learning and Systems (MLSys), 2020
T. Bannink
Arash Bakhtiari
Adam Hillier
Lukas Geiger
T. D. Bruin
Leon Overweel
J. Neeven
K. Helwegen
3DV
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275
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AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
Computer Vision and Pattern Recognition (CVPR), 2020
Dilin Wang
Meng Li
Chengyue Gong
Vikas Chandra
294
114
0
18 Nov 2020
MGIC: Multigrid-in-Channels Neural Network Architectures
SIAM Journal on Scientific Computing (SIAM J. Sci. Comput.), 2020
Moshe Eliasof
Jonathan Ephrath
Lars Ruthotto
Eran Treister
417
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0
17 Nov 2020
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving
Seontaek Oh
Jihwan You
Young-Keun Kim
ObjD
102
5
0
16 Nov 2020
Irregularly Tabulated MLP for Fast Point Feature Embedding
Yusuke Sekikawa
Teppei Suzuki
143
2
0
13 Nov 2020
Filter Pre-Pruning for Improved Fine-tuning of Quantized Deep Neural Networks
Jun Nishikawa
Ryoji Ikegaya
MQ
149
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0
13 Nov 2020
End-to-end optimized image compression for machines, a study
Lahiru D. Chamain
Fabien Racapé
Jean Bégaint
Akshay Pushparaja
Simon Feltman
181
84
0
10 Nov 2020
Effective Model Compression via Stage-wise Pruning
Mingyang Zhang
Xinyi Yu
Jingtao Rong
L. Ou
SyDa
251
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Ontology-driven Event Type Classification in Images
Eric Müller-Budack
Matthias Springstein
Sherzod Hakimov
Kevin Mrutzek
Ralph Ewerth
149
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FRILL: A Non-Semantic Speech Embedding for Mobile Devices
J. Peplinski
Joel Shor
Sachin P. Joglekar
Jake Garrison
Shwetak N. Patel
224
26
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09 Nov 2020
MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution
Armin Mehri
P. B. Ardakani
A. Sappa
SupR
193
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MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem
H. Phung
A. Vu
Tung D. Nguyen
Lam Thanh Do
Giang Nam Ngo
Trung Thanh Tran
Hà Nội
ViT
116
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09 Nov 2020
Real-time object detection method based on improved YOLOv4-tiny
Zicong Jiang
Liquan Zhao
Shuaiyang Li
Yanfei Jia
ObjD
80
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09 Nov 2020
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