ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

4 July 2017

Xiangyu Zhang

Papers citing "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"

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Title
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 19 102 0 10 Jan 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 71 49 0 09 Jan 2022
A Multi-channel Training Method Boost the Performance Yingdong Hu 13 1 0 27 Dec 2021
Learning Robust and Lightweight Model through Separable Structured Transformations Xian Wei Yanhui Huang Yang Xu Mingsong Chen Hai Lan Yuanxiang Li Zhongfeng Wang Xuan Tang OOD 24 0 0 27 Dec 2021
Ghost-dil-NetVLAD: A Lightweight Neural Network for Visual Place Recognition Qingyuan Gong Yu Liu Liqiang Zhang Renhe Liu ObjD VLM 27 3 0 22 Dec 2021
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Weijun Wang Andrew G. Howard Mamba 34 4 0 22 Dec 2021
Efficient Visual Tracking with Exemplar Transformers Philippe Blatter Menelaos Kanakis Martin Danelljan Luc Van Gool ViT 21 79 0 17 Dec 2021
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers Zunlei Feng Jiacong Hu Sai Wu Xiaotian Yu Jie Song Mingli Song 27 13 0 09 Dec 2021
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search Jay P. Gala P. Xie 29 1 0 01 Dec 2021
Improved Knowledge Distillation via Adversarial Collaboration Zhiqiang Liu Chengkai Huang Yanxia Liu 21 2 0 29 Nov 2021
Fed2: Feature-Aligned Federated Learning Fuxun Yu Weishan Zhang Zhuwei Qin Zirui Xu Di Wang Chenchen Liu Zhi Tian Xiang Chen FedML 28 74 0 28 Nov 2021
Pruning Self-attentions into Convolutional Layers in Single Path Haoyu He Jianfei Cai Jing Liu Zizheng Pan Jing Zhang Dacheng Tao Bohan Zhuang ViT 31 40 0 23 Nov 2021
Fingerprint Presentation Attack Detection by Channel-wise Feature Denoising Feng Liu Zhe Kong Haozhe Liu Wentian Zhang Linlin Shen AAML 22 23 0 15 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 25 3 0 13 Nov 2021
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization Eduardo Conde-Sousa João Vale Ming Feng Kele Xu Yin Wang ... Guilherme Aresta Teresa Araújo Paulo Aguiar C. Eloy A. Polónia 24 28 0 08 Nov 2021
PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning Jiatai Lin Guoqiang Han Xipeng Pan Hao Chen Danyi Li ... Haiming Li C. Liang Li Liang Zaiyi Liu Chu Han 22 33 0 04 Nov 2021
Resource-Efficient Federated Learning A. Abdelmoniem Atal Narayan Sahu Marco Canini Suhaib A. Fahmy FedML 25 52 0 01 Nov 2021
RF-Net: a Unified Meta-learning Framework for RF-enabled One-shot Human Activity Recognition Shuya Ding Zhe Chen Tianyue Zheng Jun-Jie Luo 18 111 0 29 Oct 2021
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning Ji Lin Wei-Ming Chen Han Cai Chuang Gan Song Han 26 152 0 28 Oct 2021
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks Hassan Dbouk Naresh R Shanbhag AAML 19 7 0 28 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 19 34 0 26 Oct 2021
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks Xiwei Xuan Xiaoyu Zhang Oh-Hyun Kwon K. Ma HAI 16 17 0 25 Oct 2021
Reconstructing Pruned Filters using Cheap Spatial Transformations Roy Miles K. Mikolajczyk 24 0 0 25 Oct 2021
MUSE: Feature Self-Distillation with Mutual Information and Self-Information Yunpeng Gong Ye Yu Gaurav Mittal Greg Mori Mei Chen SSL 28 2 0 25 Oct 2021
ESOD:Edge-based Task Scheduling for Object Detection Yihao Wang Ling Gao J. Ren Rui Cao Hai Wang Jie Zheng Quanli Gao 14 0 0 20 Oct 2021
Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks Yikai Wang Yi Yang Fuchun Sun Anbang Yao MQ 23 15 0 18 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 43 7 0 16 Oct 2021
Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification Jinghan Sun Dong Wei Kai Ma Liansheng Wang Yefeng Zheng 17 8 0 09 Oct 2021
Weight Evolution: Improving Deep Neural Networks Training through Evolving Inferior Weight Values Zhenquan Lin K. Guo Xiaofen Xing Xiangmin Xu ODL 24 1 0 09 Oct 2021
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation Shengran Hu Ran Cheng Cheng He Zhichao Lu Jing Wang Miao Zhang 32 7 0 08 Oct 2021
Partial to Whole Knowledge Distillation: Progressive Distilling Decomposed Knowledge Boosts Student Better Xuanyang Zhang X. Zhang Jian-jun Sun 23 1 0 26 Sep 2021
PP-LCNet: A Lightweight CPU Convolutional Neural Network Cheng Cui Tingquan Gao Shengyun Wei Yuning Du Ruoyu Guo ... X. Lv Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma ObjD 39 121 0 17 Sep 2021
Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search Lianbo Ma Nan Li Guo-Ding Yu Xiao Geng Min Huang Xingwei Wang 27 53 0 14 Sep 2021
Compute and Energy Consumption Trends in Deep Learning Inference Radosvet Desislavov Fernando Martínez-Plumed José Hernández Orallo 35 113 0 12 Sep 2021
Scaled ReLU Matters for Training Vision Transformers Pichao Wang Xue Wang Haowen Luo Jingkai Zhou Zhipeng Zhou Fan Wang Hao Li R. L. Jin 13 41 0 08 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 22 15 0 07 Sep 2021
Training Meta-Surrogate Model for Transferable Adversarial Attack Yunxiao Qin Yuanhao Xiong Jinfeng Yi Cho-Jui Hsieh AAML 12 18 0 05 Sep 2021
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation Guangwei Gao Guoan Xu Juncheng Li Yi Yu Huimin Lu Jian Yang 28 72 0 02 Sep 2021
Hire-MLP: Vision MLP via Hierarchical Rearrangement Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 43 105 0 30 Aug 2021
LIGAR: Lightweight General-purpose Action Recognition Evgeny Izutov 10 3 0 30 Aug 2021
Quadratic mutual information regularization in real-time deep CNN models Maria Tzelepi Anastasios Tefas 19 1 0 26 Aug 2021
Separable Convolutions for Optimizing 3D Stereo Networks Rafia Rahim Faranak Shamsafar A. Zell 3DPC 3DV 16 8 0 23 Aug 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 177 476 0 12 Aug 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Shangshang Yang Ye Tian Xiaoshu Xiang Shichen Peng Xing-yi Zhang 23 20 0 10 Aug 2021
Armour: Generalizable Compact Self-Attention for Vision Transformers Lingchuan Meng ViT 19 3 0 03 Aug 2021
Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System Issac Sim Junho Lim Young-Wan Jang Jihwan You Seontaek Oh Young-Keun Kim 13 7 0 01 Aug 2021
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Lulian Yao Long Chen Binbin Lin Deng Cai Xiaofei He Wei Liu 32 256 0 31 Jul 2021
Hierarchical Self-supervised Augmented Knowledge Distillation Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu SSL 24 76 0 29 Jul 2021
Dynamic Neural Network Architectural and Topological Adaptation and Related Methods -- A Survey Lorenz Kummer AI4CE 32 0 0 28 Jul 2021
StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement Yuda Song Hui Qian Xin Du 10 47 0 27 Jul 2021