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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
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures Hsin-Pai Cheng Tunhou Zhang Yukun Yang Feng Yan Shiyu Li Harris Teague H. Li Yiran Chen 77 11 0 19 Jun 2019
Prune and Replace NAS Kevin Laube A. Zell 66 13 0 18 Jun 2019
Hardware Aware Neural Network Architectures using FbNet S. Srinivas Harideep Nair Vinay Vidyasagar 30 5 0 17 Jun 2019
Towards Real-Time Action Recognition on Mobile Devices Using Deep Models Chen-Da Liu-Zhang Xin-Xin Liu Jianxin Wu HAI 31 9 0 17 Jun 2019
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction Steven Hickson Karthik Raveendran Alireza Fathi Kevin Patrick Murphy Irfan Essa 87 17 0 16 Jun 2019
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse Y. Yoo Dongyoon Han Sangdoo Yun CVBM 111 43 0 15 Jun 2019
Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation Jean Kossaifi Antoine Toisoul Adrian Bulat Yannis Panagakis Timothy M. Hospedales Maja Pantic CVBM 56 80 0 14 Jun 2019
Stand-Alone Self-Attention in Vision Models Prajit Ramachandran Niki Parmar Ashish Vaswani Irwan Bello Anselm Levskaya Jonathon Shlens VLM SLR ViT 173 1,217 0 13 Jun 2019
ATRW: A Benchmark for Amur Tiger Re-identification in the Wild Shuyuan Li Jianguo Li Hanlin Tang Rui Qian Weiyao Lin 85 37 0 13 Jun 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank Wood 50 4 0 13 Jun 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 88 102 0 12 Jun 2019
Data-Free Quantization Through Weight Equalization and Bias Correction Markus Nagel M. V. Baalen Tijmen Blankevoort Max Welling MQ 101 515 0 11 Jun 2019
NAS-FCOS: Fast Neural Architecture Search for Object Detection Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 104 193 0 11 Jun 2019
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network Xukai Xie Yuan Zhou S. Kung 27 3 0 09 Jun 2019
Four Things Everyone Should Know to Improve Batch Normalization Cecilia Summers M. Dinneen 85 52 0 09 Jun 2019
Reducing the variance in online optimization by transporting past gradients Sébastien M. R. Arnold Pierre-Antoine Manzagol Reza Babanezhad Ioannis Mitliagkas Nicolas Le Roux 84 28 0 08 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 101 43 0 08 Jun 2019
Fighting Quantization Bias With Bias Alexander Finkelstein Uri Almog Mark Grobman MQ 82 57 0 07 Jun 2019
Lightweight Real-time Makeup Try-on in Mobile Browsers with Tiny CNN Models for Facial Tracking Tianxing Li Zhi Yu Edmund Phung Brendan Duke I. Kezele P. Aarabi 3DH CVBM 88 7 0 05 Jun 2019
Butterfly Transform: An Efficient FFT Based Neural Architecture Design Keivan Alizadeh-Vahid Anish K. Prabhu Ali Farhadi Mohammad Rastegari 138 50 0 05 Jun 2019
Geo-Aware Networks for Fine-Grained Recognition Grace Chu B. Potetz Weijun Wang Andrew G. Howard Yang Song Fernando Brucher Thomas Leung Hartwig Adam ObjD 72 86 0 04 Jun 2019
Deeply-supervised Knowledge Synergy Dawei Sun Anbang Yao Aojun Zhou Hao Zhao 54 15 0 03 Jun 2019
Discovering Neural Wirings Mitchell Wortsman Ali Farhadi Mohammad Rastegari AI4CE 122 121 0 03 Jun 2019
Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +1 Qigong Sun Fanhua Shang Kan Yang Xiufang Li Yan Ren L. Jiao MQ 70 12 0 31 May 2019
DeepShift: Towards Multiplication-Less Neural Networks Mostafa Elhoushi Zihao Chen F. Shafiq Ye Tian Joey Yiwei Li MQ 131 102 0 30 May 2019
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification Bingzhe Wu Shiwan Zhao Guangyu Sun Xiaolu Zhang Zhong Su C. Zeng Zhihong Liu 70 41 0 30 May 2019
Attention Based Pruning for Shift Networks G. B. Hacene Carlos Lassance Vincent Gripon Matthieu Courbariaux Yoshua Bengio 98 25 0 29 May 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers Igor Fedorov Ryan P. Adams Matthew Mattina P. Whatmough 96 168 0 28 May 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 283 18,338 0 28 May 2019
CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks Weicheng Li Rui Wang Zhongzhi Luan Di Huang Zidong Du Yunji Chen D. Qian 27 1 0 28 May 2019
Label Universal Targeted Attack Naveed Akhtar M. Jalwana Bennamoun Ajmal Mian AAML 67 5 0 27 May 2019
Mixed Precision DNNs: All you need is a good parametrization Stefan Uhlich Lukas Mauch Fabien Cardinaux K. Yoshiyama Javier Alonso García Stephen Tiedemann Thomas Kemp Akira Nakamura MQ 108 39 0 27 May 2019
Learning to Auto Weight: Entirely Data-driven and Highly Efficient Weighting Framework Zhenmao Li Yichao Wu Ken Chen Yudong Wu Shunfeng Zhou Jiaheng Liu Junjie Yan 69 5 0 27 May 2019
Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks Xiaoliang Dai Hongxu Yin N. Jha 88 32 0 27 May 2019
Feature Map Transform Coding for Energy-Efficient CNN Inference Brian Chmiel Chaim Baskin Ron Banner Evgenii Zheltonozhskii Yevgeny Yermolin Alex Karbachevsky A. Bronstein A. Mendelson 89 26 0 26 May 2019
ShrinkTeaNet: Million-scale Lightweight Face Recognition via Shrinking Teacher-Student Networks C. Duong Khoa Luu Kha Gia Quach Ngan Le CVBM 62 39 0 25 May 2019
Additive Noise Annealing and Approximation Properties of Quantized Neural Networks Matteo Spallanzani Lukas Cavigelli G. P. Leonardi Marko Bertogna Luca Benini 56 16 0 24 May 2019
Self-supervised audio representation learning for mobile devices Marco Tagliasacchi Beat Gfeller Félix de Chaumont Quitry Dominik Roblek SSL AI4TS 74 47 0 24 May 2019
FSD: Feature Skyscraper Detector for Stem End and Blossom End of Navel Orange Xiaoye Sun Gongyang Li Shaoyun Xu 50 3 0 24 May 2019
Adversarially Robust Distillation Micah Goldblum Liam H. Fowl Soheil Feizi Tom Goldstein AAML 96 213 0 23 May 2019
Network Pruning via Transformable Architecture Search Xuanyi Dong Yi Yang 3DPC 81 243 0 23 May 2019
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks Xiang Li Xiaolin Hu Jian Yang 93 196 0 23 May 2019
Fine-grained Optimization of Deep Neural Networks Mete Ozay ODL 64 2 0 22 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 54 33 0 21 May 2019
Sparse Transfer Learning via Winning Lottery Tickets Rahul Mehta UQCV 77 45 0 19 May 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng Rongrong Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 96 91 0 18 May 2019
EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices Mario Almeida Stefanos Laskaridis Ilias Leontiadis Stylianos I. Venieris Nicholas D. Lane 53 74 0 17 May 2019
Budget-Aware Adapters for Multi-Domain Learning Rodrigo Berriel Stéphane Lathuilière Moin Nabi T. Klein Thiago Oliveira-Santos N. Sebe Elisa Ricci OOD 111 41 0 15 May 2019
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets Chen Zhu Wenjie Huang Ali Shafahi Hengduo Li Gavin Taylor Christoph Studer Tom Goldstein 125 286 0 15 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 166 2,416 0 13 May 2019