ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

30 July 2018

Xiangyu Zhang

Papers citing "ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design"

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Title
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions Zechun Liu Zhiqiang Shen Marios Savvides Kwang-Ting Cheng MQ 16 347 0 07 Mar 2020
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications Chinthaka Gamanayake Lahiru Jayasinghe Benny Kai Kiat Ng Chau Yuen VLM 18 45 0 05 Mar 2020
Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging Mohit Lamba K. K. Rachavarapu Kaushik Mitra 44 29 0 05 Mar 2020
BATS: Binary ArchitecTure Search Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 16 67 0 03 Mar 2020
Anytime Inference with Distilled Hierarchical Neural Ensembles Adria Ruiz Jakob Verbeek UQCV BDL FedML 44 6 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 14 48 0 03 Mar 2020
Learning When and Where to Zoom with Deep Reinforcement Learning Burak Uzkent Stefano Ermon 21 66 0 01 Mar 2020
Channel Equilibrium Networks for Learning Deep Representation Wenqi Shao Shitao Tang Xingang Pan Ping Tan Xiaogang Wang Ping Luo 30 17 0 29 Feb 2020
XSepConv: Extremely Separated Convolution Jiarong Chen Zongqing Lu Jing-Hao Xue Q. Liao MDE 14 9 0 27 Feb 2020
Semantic Flow for Fast and Accurate Scene Parsing Xiangtai Li Ansheng You Zhen Zhu Houlong Zhao Maoke Yang Kuiyuan Yang Yunhai Tong SSeg 24 354 0 24 Feb 2020
DSNAS: Direct Neural Architecture Search without Parameter Retraining Shou-Yong Hu Sirui Xie Hehui Zheng Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 11 130 0 21 Feb 2020
Structured Sparsification with Joint Optimization of Group Convolution and Channel Shuffle Xinyu Zhang Kai Zhao Taihong Xiao Mingg-Ming Cheng Ming-Hsuan Yang 14 1 0 19 Feb 2020
Algorithm-hardware Co-design for Deformable Convolution Qijing Huang Dequan Wang Yizhao Gao Yaohui Cai Zhen Dong Bichen Wu Kurt Keutzer J. Wawrzynek 4 10 0 19 Feb 2020
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations Yichi Zhang Ritchie Zhao Weizhe Hua N. Xu G. E. Suh Zhiru Zhang MQ 84 27 0 17 Feb 2020
Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems Siyuan Zhuang Zhuohan Li Danyang Zhuo Stephanie Wang Eric Liang Robert Nishihara Philipp Moritz Ion Stoica 11 23 0 13 Feb 2020
Stabilizing Differentiable Architecture Search via Perturbation-based Regularization Xiangning Chen Cho-Jui Hsieh 22 203 0 12 Feb 2020
Asymmetric Rejection Loss for Fairer Face Recognition Haoyu Qin CVBM 6 8 0 09 Feb 2020
Post-Training Piecewise Linear Quantization for Deep Neural Networks Jun Fang Ali Shafiee Hamzah Abdel-Aziz D. Thorsley Georgios Georgiadis Joseph Hassoun MQ 10 143 0 31 Jan 2020
Search for Better Students to Learn Distilled Knowledge Jindong Gu Volker Tresp 20 18 0 30 Jan 2020
A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme J. Saha Yuvraj Khanna J. Mukherjee 8 3 0 30 Jan 2020
Depthwise-STFT based separable Convolutional Neural Networks Sudhakar Kumawat S. Raman OOD MDE 11 5 0 27 Jan 2020
Small, Accurate, and Fast Vehicle Re-ID on the Edge: the SAFR Approach Abhijit Suprem C. Pu J. E. Ferreira 7 4 0 24 Jan 2020
CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images Mariia Dobko B. Petryshak Oles Dobosevych 6 2 0 23 Jan 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition S. Raschka Benjamin Kaufman AI4CE 16 67 0 17 Jan 2020
Latency-Aware Differentiable Neural Architecture Search Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Bowen Shi Qi Tian H. Xiong OOD 27 33 0 17 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search Xiangxiang Chu Shun Lu Xudong Li Bo-Wen Zhang 19 21 0 16 Jan 2020
Quantisation and Pruning for Neural Network Compression and Regularisation Kimessha Paupamah Steven D. James Richard Klein 4 23 0 14 Jan 2020
Interpretation and Simplification of Deep Forest Sangwon Kim Mira Jeong ByoungChul Ko FAtt 11 8 0 14 Jan 2020
Least squares binary quantization of neural networks Hadi Pouransari Zhucheng Tu Oncel Tuzel MQ 17 32 0 09 Jan 2020
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Kangjian Peng Qian Zhang Yuan Li Wenyu Liu Xinggang Wang SSeg 14 33 0 08 Jan 2020
Deep Video Super-Resolution using HR Optical Flow Estimation Longguang Wang Yulan Guo Li Liu Zaiping Lin Xinpu Deng W. An SupR 33 138 0 06 Jan 2020
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks Lukas Cavigelli Luca Benini MQ 15 9 0 04 Jan 2020
Scalable NAS with Factorizable Architectural Parameters Lanfei Wang Lingxi Xie Tianyi Zhang Jun Guo Qi Tian 28 3 0 31 Dec 2019
RC-DARTS: Resource Constrained Differentiable Architecture Search Xiaojie Jin Jiang Wang Joshua Slocum Ming-Hsuan Yang Shengyang Dai Shuicheng Yan Jiashi Feng 11 31 0 30 Dec 2019
BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search Muyuan Fang Qiang-qiang Wang Zhaobai Zhong OOD 16 9 0 24 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 11 93 0 23 Dec 2019
FasterSeg: Searching for Faster Real-time Semantic Segmentation Wuyang Chen Xinyu Gong Xianming Liu Qian Zhang Yuan Li Zhangyang Wang SSeg OOD 19 189 0 23 Dec 2019
AtomNAS: Fine-Grained End-to-End Neural Architecture Search Jieru Mei Yingwei Li Xiaochen Lian Xiaojie Jin Linjie Yang Alan Yuille Jianchao Yang 14 107 0 20 Dec 2019
Joint Architecture and Knowledge Distillation in CNN for Chinese Text Recognition Zirui Wang Jun Du 12 0 0 17 Dec 2019
UNAS: Differentiable Architecture Search Meets Reinforcement Learning Arash Vahdat Arun Mallya Ming-Yu Liu Jan Kautz 20 33 0 16 Dec 2019
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices Delia Velasco-Montero Jorge Fernández-Berni R. Carmona-Galán Á. Rodríguez-Vázquez 17 21 0 13 Dec 2019
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods Shayan Hassantabar Xiaoliang Dai N. Jha 3DV 17 17 0 12 Dec 2019
Efficient Differentiable Neural Architecture Search with Meta Kernels Shoufa Chen Yunpeng Chen Shuicheng Yan Jiashi Feng 11 18 0 10 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 13 867 0 07 Dec 2019
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference Thomas Verelst Tinne Tuytelaars 11 149 0 06 Dec 2019
DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction Yanjun Li M. Rezaei Chenglong Li Xiaolin Li D. Wu 3DV 20 61 0 01 Dec 2019
SGAS: Sequential Greedy Architecture Search G. Li Guocheng Qian Itzel C. Delgadillo Matthias Muller Ali K. Thabet Bernard Ghanem 3DPC 17 184 0 30 Nov 2019
Crypto-Oriented Neural Architecture Design Avital Shafran Gil Segev Shmuel Peleg Yedid Hoshen 11 7 0 27 Nov 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 25 3,047 0 27 Nov 2019
GhostNet: More Features from Cheap Operations Kai Han Yunhe Wang Qi Tian Jianyuan Guo Chunjing Xu Chang Xu 18 2,575 0 27 Nov 2019