Convolutional Neural Networks at Constrained Time Cost

Computer Vision and Pattern Recognition (CVPR), 2014

4 December 2014

Papers citing "Convolutional Neural Networks at Constrained Time Cost"

50 / 218 papers shown

Title
DyNet: Dynamic Convolution for Accelerating Convolutional Neural Networks Yikang Zhang Jian Zhang Qiang-qiang Wang Zhaobai Zhong 104 100 0 22 Apr 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 110 207 0 12 Apr 2020
Learning Deep Graph Representations via Convolutional Neural NetworksIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Wei Ye Omid Askarisichani Alex T. Jones Ambuj K. Singh SSL GNN 89 13 0 05 Apr 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image RegistrationComputer Vision and Pattern Recognition (CVPR), 2020 Jian Wang Miaomiao Zhang FedML MedIm 139 72 0 05 Apr 2020
Adversarial Learning for Personalized Tag RecommendationIEEE transactions on multimedia (TMM), 2020 Erik Quintanilla Yogesh S Rawat Andrey Sakryukin M. Shah Mohan Kankanhalli VLM 115 25 0 01 Apr 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNetsComputer Vision and Pattern Recognition (CVPR), 2020 D. Haase Manuel Amthor 138 169 0 30 Mar 2020
SuperNet -- An efficient method of neural networks ensembling Ludwik Bukowski W. Dzwinel 54 2 0 29 Mar 2020
$Learning the mapping $\mathbf{x}\mapsto \sum_{i=1}^d x_i^2$: the cost of finding the needle in a haystack$ Learning the mapping $\mathbf{x}\mapsto \sum_{i=1}^d x_i^2$ : the cost of finding the needle in a haystack Jiefu Zhang Leonardo Zepeda-Núnez Xingtai Lv Lin Lin 47 0 0 24 Feb 2020
RIS Enhanced Massive Non-orthogonal Multiple Access Networks: Deployment and Passive Beamforming DesignIEEE Journal on Selected Areas in Communications (JSAC), 2020 Xinyu Liu Yuanwei Liu Yue Chen H. Vincent Poor 72 166 0 28 Jan 2020
Pelican: A Deep Residual Network for Network Intrusion Detection Peilun Wu Hui Guo Nour Moustafa 87 41 0 19 Jan 2020
Hyperparameters optimization for Deep Learning based emotion prediction for Human Robot Interaction S. Jaiswal G. C. Nandi 46 2 0 12 Jan 2020
Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology ClassificationJournal of Ambient Intelligence and Humanized Computing (JAIHC), 2020 Kitsuchart Pasupa Supawit Vatathanavaro Suchat Tungjitnob 68 63 0 10 Jan 2020
Water Supply Prediction Based on Initialized Attention Residual NetworkCybersecurity and Cyberforensics Conference (CC), 2019 Yu Long Jingcheng Wang Jingyi Wang 51 2 0 17 Dec 2019
IC-Network: Efficient Structure for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 95 0 0 19 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 139 2 0 04 Nov 2019
Vanishing Nodes: Another Phenomenon That Makes Training Deep Neural Networks Difficult Wen-Yu Chang Tsung-Nan Lin GNN 95 0 0 22 Oct 2019
Drivers Drowsiness Detection using Condition-Adaptive Representation Learning Framework Jongmin Yu Sangwook Park Sangwook Lee M. Jeon MedIm 128 92 0 22 Oct 2019
Image Restoration Using Deep Regulated Convolutional Networks Peng Liu Xiaoxiao Zhou Junyi Yang Mohammad D. El Basha R. Fang 48 2 0 19 Oct 2019
Offline handwritten mathematical symbol recognition utilising deep learning A. Nazemi Niloofar Tavakolian Donal Fitzpatrick Chandrika Fernando C. Suen 45 12 0 16 Oct 2019
Generative Neural Network based Spectrum Sharing using Linear Sum Assignment ProblemsChina Communications (CC), 2019 A. B. Zaki J. Huang Kaishun Wu B. Elhalawany 58 15 0 12 Oct 2019
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Atanas G. Atanasov Tim Ng Leo Liu Henry Mason Xiaodan Zhuang Daben Liu 110 41 0 04 Oct 2019
On Defending Against Label Flipping Attacks on Malware Detection Systems R. Taheri R. Javidan Mohammad Shojafar Zahra Pooranian A. Miri Mauro Conti AAML 168 97 0 13 Aug 2019
EdgeNet: Semantic Scene Completion from a Single RGB-D ImageInternational Conference on Pattern Recognition (ICPR), 2019 Aloisio Dourado Teofilo de Campos Hansung Kim A. Hilton 3DV 3DPC 153 22 0 08 Aug 2019
Distributed Deep Convolutional Neural Networks for the Internet-of-ThingsIEEE transactions on computers (IEEE Trans. Comput.), 2019 Simone Disabato M. Roveri Cesare Alippi 110 57 0 02 Aug 2019
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal DataInternational Conference on Image Analysis and Recognition (ICIAR), 2019 H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 3DH 94 7 0 08 Jul 2019
Deep Learning-Based Decoding of Constrained Sequence CodesIEEE Journal on Selected Areas in Communications (JSAC), 2019 Congzhe Cao Duanshun Li Ivan J. Fair 3DV AI4TS 110 19 0 13 Jun 2019
On Network Design Spaces for Visual RecognitionIEEE International Conference on Computer Vision (ICCV), 2019 Ilija Radosavovic Justin Johnson Saining Xie Wan-Yen Lo Piotr Dollár 161 145 0 30 May 2019
Object Detection in 20 Years: A SurveyProceedings of the IEEE (Proc. IEEE), 2019 Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 307 2,904 0 13 May 2019
Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey A. Yazdizadeh Zachary Patterson Bilal Farooq AI4TS 60 56 0 18 Apr 2019
ThumbNet: One Thumbnail Image Contains All You Need for Recognition Chen Zhao Guohao Li 160 12 0 10 Apr 2019
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification Yunyang Xiong Hyunwoo Kim Varsha Hedau 137 19 0 07 Apr 2019
Deep Octonion Networks Jiasong Wu Ling Xu Youyong Kong L. Senhadji H. Shu 129 47 0 20 Mar 2019
Convolution with even-sized kernels and symmetric paddingNeural Information Processing Systems (NeurIPS), 2019 Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 164 77 0 20 Mar 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri 180 112 0 11 Mar 2019
MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video Qunliang Xing Zhenyu Guan Mai Xu Ren Yang Tie Liu Zulin Wang 173 218 0 26 Feb 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 125 1 0 24 Jan 2019
Semantic Image Networks for Human Action Recognition Sunder Ali Khowaja Seok-Lyong Lee 81 34 0 21 Jan 2019
Residual-CNDS for Grand Challenge Scene Dataset Hussein A. Al-Barazanchi Hussam Qassim David Feinzimer Abhishek Verma 3DV 43 0 0 13 Jan 2019
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 3DH 65 27 0 26 Dec 2018
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network Guangyuan Pan L. Fu Ruifan Yu Matthew Muresan 60 16 0 17 Dec 2018
Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI A. Curiale F. D. Colavecchia G. Mato 73 33 0 14 Dec 2018
Analysis on Gradient Propagation in Batch Normalized Residual Networks A. Panigrahi Yueru Chen C.-C. Jay Kuo FAtt 25 8 0 02 Dec 2018
Assessing four Neural Networks on Handwritten Digit Recognition Dataset (MNIST)Journal of Computer Science Research (JCSR), 2018 Feiyang Chen Nan Chen Hanyang Mao Hanlin Hu 122 42 0 16 Nov 2018
Building Footprint Generation Using Improved Generative Adversarial Networks Yilei Shi Qingyu Li Xiaoxiang Zhu GAN 96 51 0 26 Oct 2018
Using Neural Networks to Generate Information Maps for Mobile SensorsIEEE Conference on Decision and Control (CDC), 2018 L. Dressel Mykel J. Kochenderfer HAI 94 3 0 26 Sep 2018
Deep Learning-Based Decoding for Constrained Sequence Codes Congzhe Cao Duanshun Li Ivan J. Fair 74 3 0 06 Sep 2018
Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural Networks Sourajit Saha Sharif Amit Kamran A. Sabbir 60 11 0 30 Aug 2018
BlockQNN: Efficient Block-wise Neural Network Architecture Generation Zhaobai Zhong Zichen Yang Boyang Deng Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 157 127 0 16 Aug 2018
A Survey on Methods and Theories of Quantized Neural Networks Yunhui Guo MQ 230 254 0 13 Aug 2018
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE) Chenyu You Guang Li Yi Zhang Xiaoliu Zhang Hongming Shan ... Zhuiyang Zhang W. Cong Michael W. Vannier P. Saha Ge Wang MedIm GAN SupR 133 449 0 10 Aug 2018