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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
Learning Enriched Illuminants for Cross and Single Sensor Color Constancy Xiaodong Cun Zhendong Wang Chi-Man Pun Jian-zhuo Liu Wen-gang Zhou Xu Jia Houqiang Li 52 4 0 21 Mar 2022
Online Continual Learning for Embedded Devices Tyler L. Hayes Christopher Kanan CLL 96 56 0 21 Mar 2022
TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing Jie Chen Tianlang He Weipeng Zhuo Li Ma Sangtae Ha Shueng-Han Gary Chan CVBM 103 25 0 20 Mar 2022
Unidirectional Thin Adapter for Efficient Adaptation of Deep Neural Networks Hanqing Sun Hyun Ahn Hyungyu Lee Injung Kim 58 0 0 20 Mar 2022
A Closer Look at Knowledge Distillation with Features, Logits, and Gradients Yen-Chang Hsu James Smith Yilin Shen Z. Kira Hongxia Jin 51 8 0 18 Mar 2022
Group Contextualization for Video Recognition Y. Hao Haotong Zhang Chong-Wah Ngo Xiangnan He 59 27 0 18 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 151 554 0 13 Mar 2022
DRTAM: Dual Rank-1 Tensor Attention Module Hanxing Chi Baihong Lin Juntao Hu Liang Wang AI4TS ViT 29 0 0 11 Mar 2022
Structured Pruning is All You Need for Pruning CNNs at Initialization Yaohui Cai Weizhe Hua Hongzheng Chen G. E. Suh Christopher De Sa Zhiru Zhang CVBM 96 15 0 04 Mar 2022
Neural Architecture Search using Progressive Evolution Nilotpal Sinha Kuan-Wen Chen 93 6 0 03 Mar 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 124 28 0 26 Feb 2022
Learn From the Past: Experience Ensemble Knowledge Distillation Chaofei Wang Shaowei Zhang S. Song Gao Huang 94 4 0 25 Feb 2022
Distilled Neural Networks for Efficient Learning to Rank F. M. Nardini Cosimo Rulli Salvatore Trani Rossano Venturini FedML 55 16 0 22 Feb 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 140 679 0 20 Feb 2022
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction Chang Sun Ken Deng Yitong Liu Hongwen Yang MedIm 28 8 0 19 Feb 2022
Knowledge Distillation with Deep Supervision Shiya Luo Defang Chen Can Wang 65 2 0 16 Feb 2022
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks Jiachen Zhong Junying Chen Ajmal Mian 46 63 0 15 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 66 19 0 15 Feb 2022
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters Mingbao Lin Liujuan Cao Yuxin Zhang Ling Shao Chia-Wen Lin Rongrong Ji 80 53 0 15 Feb 2022
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation Cong Guo Yuxian Qiu Jingwen Leng Xiaotian Gao Chen Zhang Yunxin Liu Fan Yang Yuhao Zhu Minyi Guo MQ 124 75 0 14 Feb 2022
Neural Architecture Search for Energy Efficient Always-on Audio Models Daniel T. Speckhard Karolis Misiunas Sagi Perel Tenghui Zhu S. Carlile M. Slaney 65 13 0 09 Feb 2022
Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation Li Liu Qingle Huang Sihao Lin Hongwei Xie Bing Wang Xiaojun Chang Xiao-Xue Liang 87 106 0 08 Feb 2022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators Lois Orosa Skanda Koppula Yaman Umuroglu Konstantinos Kanellopoulos Juan Gómez Luna Michaela Blott K. Vissers O. Mutlu 82 4 0 04 Feb 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 227 383 0 24 Jan 2022
Distillation from heterogeneous unlabeled collections Jean-Michel Begon Pierre Geurts 45 0 0 17 Jan 2022
A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI Mirza Mumtaz Zahoor S. A. Qureshi Dr. Saddam Hussain Khan Asifullah Khan 99 89 0 14 Jan 2022
Automatic Sparse Connectivity Learning for Neural Networks Zhimin Tang Linkai Luo Bike Xie Yiyu Zhu Rujie Zhao Lvqing Bi Chao Lu 90 42 0 13 Jan 2022
Collision Detection: An Improved Deep Learning Approach Using SENet and ResNext Aloukik Aditya Li Zhou Hrishika Vachhani Dhivya Chandrasekaran Vijay K. Mago 35 9 0 13 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 78 108 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 150 50 0 09 Jan 2022
ThreshNet: An Efficient DenseNet Using Threshold Mechanism to Reduce Connections Ruikang Ju Ting-Yu Lin Jia-Hao Jian Jen-Shiun Chiang Weida Yang 53 9 0 09 Jan 2022
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space Arnav Chavan Zhiqiang Shen Zhuang Liu Zechun Liu Kwang-Ting Cheng Eric P. Xing ViT 94 72 0 03 Jan 2022
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks Runpei Dong Zhanhong Tan Mengdi Wu Linfeng Zhang Kaisheng Ma MQ 94 12 0 30 Dec 2021
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques JunKyu Lee L. Mukhanov A. S. Molahosseini U. Minhas Yang Hua Jesus Martinez del Rincon K. Dichev Cheol-Ho Hong Hans Vandierendonck 86 31 0 30 Dec 2021
A Multi-channel Training Method Boost the Performance Yingdong Hu 40 1 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 131 4 0 22 Dec 2021
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Weijun Wang Andrew G. Howard Mamba 61 4 0 22 Dec 2021
Efficient Visual Tracking with Exemplar Transformers Philippe Blatter Menelaos Kanakis Martin Danelljan Luc Van Gool ViT 128 84 0 17 Dec 2021
Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions Yichao Liu Zongru Shao Nico Hoffmann 53 481 0 10 Dec 2021
Equal Bits: Enforcing Equally Distributed Binary Network Weights Yun-qiang Li S. Pintea Jan van Gemert MQ 89 15 0 02 Dec 2021
Event Neural Networks Matthew Dutson Yin Li M. Gupta 110 8 0 02 Dec 2021
Information Theoretic Representation Distillation Roy Miles Adrian Lopez-Rodriguez K. Mikolajczyk MQ 103 22 0 01 Dec 2021
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search Jay P. Gala P. Xie 111 1 0 01 Dec 2021
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition Lingchen Meng Hengduo Li Bor-Chun Chen Shiyi Lan Zuxuan Wu Yu-Gang Jiang Ser-Nam Lim ViT 93 241 0 30 Nov 2021
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation Zechun Liu Kwang-Ting Cheng Dong Huang Eric P. Xing Zhiqiang Shen MQ 87 109 0 29 Nov 2021
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition Junhao Xu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng MQ 107 15 0 29 Nov 2021
Improved Knowledge Distillation via Adversarial Collaboration Zhiqiang Liu Chengkai Huang Yanxia Liu 55 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 94 79 0 28 Nov 2021
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities Fuxun Yu Di Wang Longfei Shangguan Minjia Zhang Xulong Tang Chenchen Liu Xiang Chen 49 9 0 28 Nov 2021
Real-time Human Detection Model for Edge Devices Aly Khalifa H. Elmahdy E.Eid Badr 3DH 26 1 0 20 Nov 2021