Convolutional Neural Networks at Constrained Time Cost

4 December 2014

Papers citing "Convolutional Neural Networks at Constrained Time Cost"

50 / 214 papers shown

Title
Adversarial Learning for Personalized Tag Recommendation Erik Quintanilla Yogesh S Rawat Andrey Sakryukin M. Shah Mohan Kankanhalli VLM 6 21 0 01 Apr 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets D. Haase Manuel Amthor 20 132 0 30 Mar 2020
SuperNet -- An efficient method of neural networks ensembling Ludwik Bukowski W. Dzwinel 11 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 Yuan Yao Lin Lin 8 0 0 24 Feb 2020
RIS Enhanced Massive Non-orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design Xinyu Liu Yuanwei Liu Yue Chen H. Vincent Poor 23 157 0 28 Jan 2020
Pelican: A Deep Residual Network for Network Intrusion Detection Peilun Wu Hui Guo Nour Moustafa 7 35 0 19 Jan 2020
Hyperparameters optimization for Deep Learning based emotion prediction for Human Robot Interaction S. Jaiswal G. C. Nandi 4 2 0 12 Jan 2020
Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification Kitsuchart Pasupa Supawit Vatathanavaro Suchat Tungjitnob 13 59 0 10 Jan 2020
Water Supply Prediction Based on Initialized Attention Residual Network Yu Long Jingcheng Wang Jingyi Wang 11 1 0 17 Dec 2019
IC-Network: Efficient Structure for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 26 0 0 19 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 18 2 0 04 Nov 2019
Vanishing Nodes: Another Phenomenon That Makes Training Deep Neural Networks Difficult Wen-Yu Chang Tsung-Nan Lin GNN 14 0 0 22 Oct 2019
Drivers Drowsiness Detection using Condition-Adaptive Representation Learning Framework Jongmin Yu Sangwook Park Sangwook Lee M. Jeon MedIm 38 84 0 22 Oct 2019
Image Restoration Using Deep Regulated Convolutional Networks Peng Liu Xiaoxiao Zhou Junyi Yang Mohammad D. El Basha R. Fang 16 2 0 19 Oct 2019
Offline handwritten mathematical symbol recognition utilising deep learning A. Nazemi Niloofar Tavakolian Donal Fitzpatrick Chandrika Fernando C. Suen 13 11 0 16 Oct 2019
Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems A. B. Zaki J. Huang Kaishun Wu B. Elhalawany 22 15 0 12 Oct 2019
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition Atanas G. Atanasov Tim Ng Leo Liu Henry Mason Xiaodan Zhuang Daben Liu 15 40 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 21 88 0 13 Aug 2019
EdgeNet: Semantic Scene Completion from a Single RGB-D Image Aloisio Dourado Teofilo de Campos Hansung Kim A. Hilton 3DV 3DPC 12 17 0 08 Aug 2019
Distributed Deep Convolutional Neural Networks for the Internet-of-Things Simone Disabato M. Roveri Cesare Alippi 24 47 0 02 Aug 2019
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 3DH 31 6 0 08 Jul 2019
Deep Learning-Based Decoding of Constrained Sequence Codes Congzhe Cao Duanshun Li Ivan J. Fair 3DV AI4TS 11 19 0 13 Jun 2019
On Network Design Spaces for Visual Recognition Ilija Radosavovic Justin Johnson Saining Xie Wan-Yen Lo Piotr Dollár 25 134 0 30 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 32 2,288 0 13 May 2019
Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey A. Yazdizadeh Zachary Patterson Bilal Farooq AI4TS 13 47 0 18 Apr 2019
ThumbNet: One Thumbnail Image Contains All You Need for Recognition Chen Zhao Guohao Li 19 10 0 10 Apr 2019
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification Yunyang Xiong Hyunwoo Kim Varsha Hedau 48 19 0 07 Apr 2019
Deep Octonion Networks Jiasong Wu Ling Xu Youyong Kong L. Senhadji H. Shu 28 42 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 19 67 0 20 Mar 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri 26 93 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 33 196 0 26 Feb 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 29 1 0 24 Jan 2019
Semantic Image Networks for Human Action Recognition Sunder Ali Khowaja Seok-Lyong Lee 21 32 0 21 Jan 2019
Residual-CNDS for Grand Challenge Scene Dataset Hussein A. Al-Barazanchi Hussam Qassim David Feinzimer Abhishek Verma 3DV 17 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 28 27 0 26 Dec 2018
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network Guangyuan Pan L. Fu Ruifan Yu Matthew Muresan 19 14 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 8 32 0 14 Dec 2018
Analysis on Gradient Propagation in Batch Normalized Residual Networks A. Panigrahi Yueru Chen C.-C. Jay Kuo FAtt 14 7 0 02 Dec 2018
Assessing four Neural Networks on Handwritten Digit Recognition Dataset (MNIST) Feiyang Chen Nan Chen Hanyang Mao Hanlin Hu 22 36 0 16 Nov 2018
Building Footprint Generation Using Improved Generative Adversarial Networks Yilei Shi Qingyu Li Xiaoxiang Zhu GAN 8 49 0 26 Oct 2018
Using Neural Networks to Generate Information Maps for Mobile Sensors L. Dressel Mykel J. Kochenderfer HAI 11 3 0 26 Sep 2018
Deep Learning-Based Decoding for Constrained Sequence Codes Congzhe Cao Duanshun Li Ivan J. Fair 17 3 0 06 Sep 2018
Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural Networks Sourajit Saha Sharif Amit Kamran A. Sabbir 17 10 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 14 113 0 16 Aug 2018
A Survey on Methods and Theories of Quantized Neural Networks Yunhui Guo MQ 29 231 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 21 400 0 10 Aug 2018
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 21 16 0 18 Jul 2018
Semi-supervised Feature Learning For Improving Writer Identification Shiming Chen Yisong Wang Chin-Teng Lin Weiping Ding Zehong Cao 8 53 0 15 Jul 2018
When Work Matters: Transforming Classical Network Structures to Graph CNN Wenting Zhao Chunyan Xu Zhen Cui Tong Zhang Jiatao Jiang Zhenyu Zhang Jian Yang GNN 17 15 0 07 Jul 2018
Efficient ConvNets for Analog Arrays Malte J. Rasch Tayfun Gokmen Mattia Rigotti W. Haensch 25 11 0 03 Jul 2018