v1v2 (latest)

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"

50 / 1,495 papers shown

Title
Fine-Grained Vehicle Classification in Urban Traffic Scenes using Deep Learning Syeda Aneeba Najeeb R. H. Raza Adeel Yusuf Zamra Sultan 27 2 0 17 Nov 2021
Fingerprint Presentation Attack Detection by Channel-wise Feature Denoising Feng Liu Zhe Kong Haozhe Liu Wentian Zhang Linlin Shen AAML 88 24 0 15 Nov 2021
A strong baseline for image and video quality assessment Shaoguo Wen Junle Wang 79 16 0 13 Nov 2021
$Frequency learning for structured CNN filters with Gaussian fractional derivatives$ Frequency learning for structured CNN filters with Gaussian fractional derivatives Nikhil Saldanha S. Pintea Jan van Gemert Nergis Tomen 57 8 0 12 Nov 2021
Learning from Mistakes -- A Framework for Neural Architecture Search Bhanu Garg Li Zhang Pradyumna Sridhara Ramtin Hosseini Eric P. Xing P. Xie 51 9 0 11 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Leilei Gan Jingren Zhou Hongxia Yang 158 103 0 11 Nov 2021
Sliced Recursive Transformer Zhiqiang Shen Zechun Liu Eric P. Xing ViT 61 27 0 09 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 60 30 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 81 34 0 04 Nov 2021
Resource-Efficient Federated Learning A. Abdelmoniem Atal Narayan Sahu Marco Canini Suhaib A. Fahmy FedML 91 57 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 Luo 74 112 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 102 160 0 28 Oct 2021
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks Hassan Dbouk Naresh R Shanbhag AAML 44 7 0 28 Oct 2021
GenURL: A General Framework for Unsupervised Representation Learning Siyuan Li Zicheng Liu Z. Zang Di Wu Zhiyuan Chen Stan Z. Li OOD 3DGS OffRL 136 9 0 27 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 65 37 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 60 18 0 25 Oct 2021
Reconstructing Pruned Filters using Cheap Spatial Transformations Roy Miles K. Mikolajczyk 74 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 43 2 0 25 Oct 2021
FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion Sijie Cheng Jingwen Wu Yanghua Xiao Yang Liu Yang Liu FedML 54 68 0 21 Oct 2021
ESOD:Edge-based Task Scheduling for Object Detection Yihao Wang Ling Gao Jie Ren Rui Cao Hai Wang Jie Zheng Quanli Gao 34 0 0 20 Oct 2021
Deep CNNs for Peripheral Blood Cell Classification Ekta Gavas Kaustubh Olpadkar 49 9 0 18 Oct 2021
Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks Yikai Wang Yi Yang Gang Hua Anbang Yao MQ 65 15 0 18 Oct 2021
Network Augmentation for Tiny Deep Learning Han Cai Chuang Gan Ji Lin Song Han 130 30 0 17 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 111 7 0 16 Oct 2021
Receptive Field Broadening and Boosting for Salient Object Detection Mingcan Ma Changqun Xia Chenxi Xie Xiaowu Chen Jia Li ViT 107 2 0 15 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 70 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 51 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 89 9 0 08 Oct 2021
An Analysis of Super-Net Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 75 6 0 04 Oct 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 80 86 0 29 Sep 2021
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device Ji Lin Chuang Gan Kuan-Chieh Wang Song Han 100 65 0 27 Sep 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 103 27 0 18 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 119 127 0 17 Sep 2021
OMPQ: Orthogonal Mixed Precision Quantization Yuexiao Ma Taisong Jin Xiawu Zheng Yan Wang Huixia Li Yongjian Wu Guannan Jiang Wei Zhang Rongrong Ji MQ 116 37 0 16 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 74 56 0 14 Sep 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection Lu Qi Jason Kuen Jiuxiang Gu Zhe Lin Yi Wang Yukang Chen Yanwei Li Jiaya Jia 96 53 0 14 Sep 2021
Compute and Energy Consumption Trends in Deep Learning Inference Radosvet Desislavov Fernando Martínez-Plumed José Hernández-Orallo 73 119 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 Rong Jin 109 43 0 08 Sep 2021
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs Zhepeng Wang Zhiding Liang Shangli Zhou Caiwen Ding Yiyu Shi Weiwen Jiang 119 33 0 08 Sep 2021
Tom: Leveraging trend of the observed gradients for faster convergence Anirudh Maiya Inumella Sricharan Anshuman Pandey S. SrinivasK. ODL 39 0 0 07 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 115 16 0 07 Sep 2021
Training Meta-Surrogate Model for Transferable Adversarial Attack Yunxiao Qin Yuanhao Xiong Jinfeng Yi Cho-Jui Hsieh AAML 72 18 0 05 Sep 2021
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study Xuhong Li Haoyi Xiong Siyu Huang Shilei Ji Dejing Dou 63 10 0 02 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 96 81 0 02 Sep 2021
Pruning with Compensation: Efficient Channel Pruning for Deep Convolutional Neural Networks Zhouyang Xie Yan Fu Sheng-Zhao Tian Junlin Zhou Duanbing Chen 3DV 48 0 0 31 Aug 2021
Hire-MLP: Vision MLP via Hierarchical Rearrangement Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 79 105 0 30 Aug 2021
LIGAR: Lightweight General-purpose Action Recognition Evgeny Izutov 42 3 0 30 Aug 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 104 18 0 30 Aug 2021
Analyzing and Mitigating Interference in Neural Architecture Search Jin Xu Xu Tan Kaitao Song Renqian Luo Yichong Leng Tao Qin Tie-Yan Liu Jian Li MoMe 91 29 0 29 Aug 2021
High performing ensemble of convolutional neural networks for insect pest image detection L. Nanni Alessandro Manfe Gianluca Maguolo A. Lumini S. Brahnam 55 83 0 28 Aug 2021