Convolutional Neural Networks at Constrained Time Cost

4 December 2014

Papers citing "Convolutional Neural Networks at Constrained Time Cost"

50 / 214 papers shown

Title
Exploring Architectures for CNN-Based Word Spotting E. Rusakov Sebastian Sudholt Fabian Wolf G. Fink 4 11 0 28 Jun 2018
In situ TensorView: In situ Visualization of Convolutional Neural Networks Xinyu Chen Qiang Guan Li-Ta Lo S. Su J. Ahrens Trilce Estrada GNN ViT 13 1 0 16 Jun 2018
Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multitask Rotation Region Convolutional Neural Network Xue Yang Hao Sun Xian Sun Ming Yan Zhi Guo Kun Fu 17 149 0 13 Jun 2018
Automatic Ship Detection of Remote Sensing Images from Google Earth in Complex Scenes Based on Multi-Scale Rotation Dense Feature Pyramid Networks Xue Yang Hao Sun Kun Fu Jirui Yang Xian Sun Ming Yan Zhi Guo 150 476 0 12 Jun 2018
A Deep Neural Network Surrogate for High-Dimensional Random Partial Differential Equations M. A. Nabian Hadi Meidani AI4CE 9 100 0 08 Jun 2018
A hybrid approach of interpolations and CNN to obtain super-resolution Member Ieee Ram Krishna Pandey S. M. I. A G Ramakrishnan SupR 30 5 0 23 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 30 70 0 19 May 2018
Exploiting deep residual networks for human action recognition from skeletal data H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 13 48 0 21 Mar 2018
Deep Dictionary Learning: A PARametric NETwork Approach Shahin Mahdizadehaghdam Ashkan Panahi Hamid Krim Liyi Dai 32 63 0 11 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
Learning Multiple Categories on Deep Convolution Networks Mohamed Hajaj D. Gillies SSL 17 0 0 21 Feb 2018
Batch Normalization and the impact of batch structure on the behavior of deep convolution networks Mohamed Hajaj D. Gillies FAtt 10 0 0 21 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 Feb 2018
Effective Quantization Approaches for Recurrent Neural Networks Md. Zahangir Alom A. Moody N. Maruyama B. Van Essen T. Taha MQ 8 33 0 07 Feb 2018
Approximate FPGA-based LSTMs under Computation Time Constraints Michalis Rizakis Stylianos I. Venieris Alexandros Kouris C. Bouganis 13 32 0 07 Jan 2018
Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks Tianshui Chen Liang Lin W. Zuo Xiaonan Luo Lei Zhang 13 56 0 20 Dec 2017
Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning Liang Xiao Dongjin Xu Donghua Jiang Hongzi Zhu Yanyong Zhang H. V. Poor 14 94 0 19 Dec 2017
Deep Expander Networks: Efficient Deep Networks from Graph Theory Ameya Prabhu G. Varma A. Namboodiri GNN 30 70 0 23 Nov 2017
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation F. Alam J. Zhou Alan Wee-Chung Liew Wenxuan Wang Jocelyn Chanussot Yongsheng Gao SSeg 33 25 0 13 Nov 2017
A Saak Transform Approach to Efficient, Scalable and Robust Handwritten Digits Recognition Yueru Chen Zhuwei Xu Shanshan Cai Yujian Lang C.-C. Jay Kuo 25 35 0 29 Oct 2017
Pyramidal RoR for Image Classification Ke Zhang Liru Guo Ce Gao Zhenbing Zhao 38 20 0 01 Oct 2017
Can you tell a face from a HEVC bitstream? Saeed Ranjbar Alvar Hyomin Choi Ivan V. Bajić CVBM 28 14 0 09 Sep 2017
Real-time convolutional networks for sonar image classification in low-power embedded systems Matias Valdenegro-Toro 23 10 0 07 Sep 2017
Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI A. Curiale F. D. Colavecchia P. Kaluza R. Isoardi G. Mato 19 22 0 24 Aug 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi L. Yang AAML 38 13 0 24 Aug 2017
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 16 799 0 22 Aug 2017
Practical Block-wise Neural Network Architecture Generation Zhaobai Zhong Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 19 126 0 18 Aug 2017
Representation Learning on Large and Small Data Chun-Nan Chou Chuen-Kai Shie Fu-Chieh Chang Jocelyn Chang Edward Y. Chang SSL 30 8 0 25 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 30 1 0 20 Jul 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 81 6,790 0 04 Jul 2017
Learning Deep ResNet Blocks Sequentially using Boosting Theory Furong Huang Jordan T. Ash John Langford Robert Schapire 17 110 0 15 Jun 2017
The Compressed Model of Residual CNDS Hussam Qassim David Feinzimer Abhishek Verma 14 0 0 15 Jun 2017
Residual Squeeze VGG16 Hussam Qassim David Feinzimer Abhishek Verma VLM 14 21 0 05 May 2017
Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs M. Simonovsky N. Komodakis GNN 21 1,221 0 10 Apr 2017
ME R-CNN: Multi-Expert R-CNN for Object Detection Hyungtae Lee Sungmin Eum H. Kwon ObjD 29 63 0 04 Apr 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 33 3 0 19 Mar 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 19 181 0 06 Mar 2017
Wide-Residual-Inception Networks for Real-time Object Detection Youngwan Lee Byeonghak Yim Huieun Kim Eunsoo Park X. Cui Taekang Woo Hakil Kim ObjD 21 32 0 04 Feb 2017
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs A. A. Novikov Dimitrios Lenis David Major J. Hladůvka M. Wimmer Katja Bühler SSeg 27 218 0 30 Jan 2017
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 27 15 0 29 Jan 2017
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Tag Prediction at Flickr: a View from the Darkroom K. Boakye S. Farfade Hamid Izadinia Yannis Kalantidis Pierre Garrigues 23 0 0 06 Dec 2016
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara 37 548 0 29 Nov 2016
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks Xingcheng Zhang Zhizhong Li Chen Change Loy Dahua Lin MDE 32 259 0 17 Nov 2016
Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets Manuel Amthor E. Rodner Joachim Denzler 11 17 0 10 Oct 2016
VIPLFaceNet: An Open Source Deep Face Recognition SDK Xin Liu Meina Kan Wanglong Wu Shiguang Shan Xilin Chen CVBM VLM 32 99 0 13 Sep 2016
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 58 3,653 0 31 Aug 2016
Clockwork Convnets for Video Semantic Segmentation Evan Shelhamer Kate Rakelly Judy Hoffman Trevor Darrell 37 199 0 11 Aug 2016
Residual Networks of Residual Networks: Multilevel Residual Networks Ke Zhang Miao Sun T. Han Xingfang Yuan Liru Guo Tao Liu 18 303 0 09 Aug 2016
OnionNet: Sharing Features in Cascaded Deep Classifiers M. Simonovsky N. Komodakis 6 10 0 09 Aug 2016