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MobileNetV2: Inverted Residuals and Linear Bottlenecks

13 January 2018

Papers citing "MobileNetV2: Inverted Residuals and Linear Bottlenecks"

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Title
Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning Shaohui Lin Rongrong Ji Yuchao Li Cheng Deng Xuelong Li 107 69 0 23 Jan 2019
Deep Level Sets: Implicit Surface Representations for 3D Shape Inference Mateusz Michalkiewicz J. K. Pontes Dominic Jack Mahsa Baktash Anders P. Eriksson 3DV 3DH 63 126 0 21 Jan 2019
EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search Jiemin Fang Yukang Chen Xinbang Zhang Qian Zhang Chang Huang Gaofeng Meng Wenyu Liu Xinggang Wang 91 24 0 17 Jan 2019
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free Cheng-Yang Fu Mykhailo Shvets Alexander C. Berg ObjD 101 142 0 10 Jan 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 135 988 0 10 Jan 2019
DSConv: Efficient Convolution Operator Marcelo Gennari Roger Fawcett V. Prisacariu MQ 48 68 0 07 Jan 2019
Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search Xiangxiang Chu Bo Zhang Ruijun Xu Hailong Ma 104 98 0 04 Jan 2019
Training with the Invisibles: Obfuscating Images to Share Safely for Learning Visual Recognition Models Tae-Hoon Kim Dongmin Kang K. Pulli Jonghyun Choi 79 14 0 01 Jan 2019
Dynamic Space-Time Scheduling for GPU Inference Paras Jain Xiangxi Mo Ajay Jain Harikaran Subbaraj Rehana Durrani Alexey Tumanov Joseph E. Gonzalez Ion Stoica 80 66 0 31 Dec 2018
Actor Conditioned Attention Maps for Video Action Detection Oytun Ulutan S. Rallapalli Mudhakar Srivatsa Carlos Torres B. S. Manjunath 65 42 0 30 Dec 2018
On the Benefit of Width for Neural Networks: Disappearance of Bad Basins Dawei Li Tian Ding Ruoyu Sun 133 39 0 28 Dec 2018
Application-driven Privacy-preserving Data Publishing with Correlated Attributes A. Rezaei Chaowei Xiao Jie Gao Yue Liu Sirajum Munir 48 14 0 26 Dec 2018
ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation Xiaoliang Dai Peizhao Zhang Bichen Wu Hongxu Yin Fei Sun ... Yiming Wu Yangqing Jia Peter Vajda M. Uyttendaele N. Jha 96 275 0 21 Dec 2018
Slimmable Neural Networks Jiahui Yu L. Yang N. Xu Jianchao Yang Thomas Huang 95 559 0 21 Dec 2018
Fast Adjustable Threshold For Uniform Neural Network Quantization (Winning solution of LPIRC-II) A. Goncharenko Andrey Denisov S. Alyamkin Evgeny Terentev MQ 56 20 0 19 Dec 2018
Learning Student Networks via Feature Embedding Hanting Chen Yunhe Wang Chang Xu Chao Xu Dacheng Tao 71 96 0 17 Dec 2018
IRLAS: Inverse Reinforcement Learning for Architecture Search Minghao Guo Zhaobai Zhong Wei Wu Dahua Lin Junjie Yan 3DV 105 37 0 13 Dec 2018
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression Yuchao Li Shaohui Lin Baochang Zhang Jianzhuang Liu David Doermann Yongjian Wu Feiyue Huang Rongrong Ji 82 130 0 11 Dec 2018
Channel selection using Gumbel Softmax Charles Herrmann Richard Strong Bowen Ramin Zabih 56 3 0 11 Dec 2018
Accelerating Convolutional Neural Networks via Activation Map Compression Georgios Georgiadis 86 76 0 10 Dec 2018
Artificial Intelligence Assisted Infrastructure Assessment Using Mixed Reality Systems Enes Karaaslan Ulas Bagci F. Catbas 26 64 0 09 Dec 2018
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 124 880 0 09 Dec 2018
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search Bichen Wu Xiaoliang Dai Peizhao Zhang Yanghan Wang Fei Sun Yiming Wu Yuandong Tian Peter Vajda Yangqing Jia Kurt Keutzer MQ 117 1,307 0 09 Dec 2018
Online Model Distillation for Efficient Video Inference Ravi Teja Mullapudi Steven Chen Keyi Zhang Deva Ramanan Kayvon Fatahalian VGen 126 115 0 06 Dec 2018
Singular Values for ReLU Layers Sören Dittmer E. King Peter Maass 75 41 0 06 Dec 2018
Trained Rank Pruning for Efficient Deep Neural Networks Yuhui Xu Yuxi Li Shuai Zhang W. Wen Botao Wang Y. Qi Yiran Chen Weiyao Lin H. Xiong AAML 99 42 0 06 Dec 2018
Accelerate CNN via Recursive Bayesian Pruning Yuefu Zhou Ya Zhang Yanfeng Wang Qi Tian BDL 70 58 0 02 Dec 2018
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai Ligeng Zhu Song Han 126 1,878 0 02 Dec 2018
On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent Noah Golmant N. Vemuri Z. Yao Vladimir Feinberg A. Gholami Kai Rothauge Michael W. Mahoney Joseph E. Gonzalez 97 73 0 30 Nov 2018
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 310 460 0 30 Nov 2018
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 205 202 0 29 Nov 2018
Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose D. Osokin 3DH 96 298 0 29 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 80 399 0 28 Nov 2018
MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices C. Duong Kha Gia Quach Ibsa Jalata Nghia T. Nguyen Khoa Luu CVBM 3DH 94 59 0 27 Nov 2018
InstaNAS: Instance-aware Neural Architecture Search A. Cheng Chieh Hubert Lin Da-Cheng Juan Wei Wei Min Sun 73 48 0 26 Nov 2018
A Survey of Mobile Computing for the Visually Impaired Martin Weiss Margaux Luck Roger Girgis C. Pal Joseph Paul Cohen 49 10 0 25 Nov 2018
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization Bowen Cheng Yunchao Wei Jiahui Yu Shiyu Chang Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD VLM 113 6 0 23 Nov 2018
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs Chaoyun Zhang Rui Li Woojin Kim Daesub Yoon P. Patras 103 49 0 22 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 90 154 0 22 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 139 22 0 22 Nov 2018
HAQ: Hardware-Aware Automated Quantization with Mixed Precision Kuan-Chieh Wang Zhijian Liu Chengyue Wu Ji Lin Song Han MQ 174 886 0 21 Nov 2018
Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs Yifan Yang Qijing Huang Bichen Wu Tianjun Zhang Liang Ma ... Michaela Blott Sebastiano Fabio Schifano K. Vissers J. Wawrzynek Kurt Keutzer 102 118 0 21 Nov 2018
Structured Pruning for Efficient ConvNets via Incremental Regularization Huan Wang Qiming Zhang Yuehai Wang Haoji Hu 3DPC 105 45 0 20 Nov 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 108 1,699 0 20 Nov 2018
CGNet: A Light-weight Context Guided Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Yongdong Zhang SSeg 142 531 0 20 Nov 2018
Synaptic Strength For Convolutional Neural Network Robert Frank Martorano Zhao Zhong Wei Wu Junjie Yan CVBM 70 32 0 06 Nov 2018
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 147 1,364 0 02 Nov 2018
Face Recognition: From Traditional to Deep Learning Methods Daniel Saez-Trigueros Lily Meng Margaret Hartnett CVBM 89 109 0 31 Oct 2018
Discrimination-aware Channel Pruning for Deep Neural Networks Zhuangwei Zhuang Mingkui Tan Bohan Zhuang Jing Liu Yong Guo Qingyao Wu Junzhou Huang Jin-Hui Zhu 162 601 0 28 Oct 2018
$A^2$ -Nets: Double Attention Networks Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng 98 533 0 27 Oct 2018