Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

43 / 343 papers shown

Title
Deep Residual Networks with Exponential Linear Unit Anish Shah Eashan Kadam Hena Shah Sameer Shinde Sandip Shingade 44 120 0 14 Apr 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation Hao Chen Xiaojuan Qi Lequan Yu Pheng-Ann Heng MedIm 24 577 0 10 Apr 2016
Multi-Bias Non-linear Activation in Deep Neural Networks Hongyang Li Wanli Ouyang Xiaogang Wang 15 64 0 03 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 59 2,336 0 30 Mar 2016
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing S. K. Esser P. Merolla John V. Arthur A. Cassidy R. Appuswamy ... Pallab Datta A. Amir B. Taba M. Flickner D. Modha 3DH 17 714 0 28 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 14 10,125 0 16 Mar 2016
Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks Devansh Arpit Yingbo Zhou Bhargava U. Kota V. Govindaraju 19 126 0 04 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 18 39 0 01 Mar 2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks Tim Salimans Diederik P. Kingma ODL 84 1,924 0 25 Feb 2016
Binarized Neural Networks Itay Hubara Daniel Soudry Ran El-Yaniv MQ 58 1,351 0 08 Feb 2016
Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks Chunyuan Li Changyou Chen David Carlson Lawrence Carin ODL BDL 27 320 0 23 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 153 191,365 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 62 27,084 0 02 Dec 2015
Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders Alexander Ororbia C. Lee Giles David Reitter AI4CE 12 30 0 22 Nov 2015
All you need is a good init Dmytro Mishkin Jirí Matas ODL 27 604 0 19 Nov 2015
Deeply-Recursive Convolutional Network for Image Super-Resolution Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 55 2,491 0 14 Nov 2015
Similarity-based Text Recognition by Deeply Supervised Siamese Network Ehsan Hosseini-Asl Angshuman Guha 16 3 0 13 Nov 2015
Unsupervised Learning of Edges Yin Li Manohar Paluri James M. Rehg Piotr Dollár SSL 21 91 0 13 Nov 2015
Representational Distance Learning for Deep Neural Networks Patrick McClure N. Kriegeskorte 22 48 0 12 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 11 31 0 11 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen Yi Yang Jiang Wang Wei Xu Alan Yuille SSeg 54 1,316 0 10 Nov 2015
Deep Haar Scattering Networks Xiuyuan Cheng Xu Chen S. Mallat 16 30 0 30 Sep 2015
Learning A Task-Specific Deep Architecture For Clustering Zhangyang Wang Shiyu Chang Jiayu Zhou Meng Wang Thomas S. Huang 12 81 0 01 Sep 2015
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data Salman H. Khan Munawar Hayat Bennamoun Ferdous Sohel R. Togneri 23 873 0 14 Aug 2015
Compact Convolutional Neural Network Cascade for Face Detection Ilya Kalinowski V. Spitsyn CVBM 24 35 0 06 Aug 2015
Deep SimNets Nadav Cohen Or Sharir Amnon Shashua 32 46 0 09 Jun 2015
Adaptive Normalized Risk-Averting Training For Deep Neural Networks Zhiguang Wang Tim Oates J. Lo 30 6 0 08 Jun 2015
Stacked What-Where Auto-encoders J. Zhao Michaël Mathieu Ross Goroshin Yann LeCun DiffM BDL 24 258 0 08 Jun 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015
APAC: Augmented PAttern Classification with Neural Networks Ikuro Sato Hiroki Nishimura Kensuke Yokoi 32 137 0 13 May 2015
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 45 1,759 0 03 May 2015
Holistically-Nested Edge Detection Saining Xie Z. Tu 46 3,467 0 24 Apr 2015
Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images Peng Sun J. Min G. Xiong MedIm CVBM 24 217 0 30 Mar 2015
Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network Mark D Mcdonnell Tony Vladusich 21 84 0 16 Mar 2015
Rectified Factor Networks Djork-Arné Clevert Andreas Mayr Thomas Unterthiner Sepp Hochreiter 22 16 0 23 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 29 18,455 0 06 Feb 2015
Hyper-parameter optimization of Deep Convolutional Networks for object recognition S. Talathi 28 25 0 30 Jan 2015
Deep Roto-Translation Scattering for Object Classification Edouard Oyallon S. Mallat 21 230 0 30 Dec 2014
Diverse Embedding Neural Network Language Models Kartik Audhkhasi A. Sethy Bhuvana Ramabhadran 26 1 0 22 Dec 2014
Learning Activation Functions to Improve Deep Neural Networks Forest Agostinelli Matthew Hoffman Peter Sadowski Pierre Baldi ODL 50 472 0 21 Dec 2014
Salient Object Detection: A Survey Ali Borji Ming-Ming Cheng Qibin Hou Huaizu Jiang Jia Li 27 752 0 18 Nov 2014
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 101 571 0 08 Dec 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012