Deeply-Supervised Nets

18 September 2014

Chen-Yu Lee

Papers citing "Deeply-Supervised Nets"

50 / 855 papers shown

Title
Similarity-based Text Recognition by Deeply Supervised Siamese Network Ehsan Hosseini-Asl Angshuman Guha 21 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
Basic Level Categorization Facilitates Visual Object Recognition Panqu Wang G. Cottrell 23 15 0 12 Nov 2015
Representational Distance Learning for Deep Neural Networks Patrick McClure N. Kriegeskorte 27 48 0 12 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 24 31 0 11 Nov 2015
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 27 1,098 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
Batch-normalized Maxout Network in Network Jia-Ren Chang Yonghao Chen OOD 34 108 0 09 Nov 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 43 2,970 0 02 Nov 2015
Spiking Deep Networks with LIF Neurons Eric Hunsberger C. Eliasmith 26 272 0 29 Oct 2015
Adopting Robustness and Optimality in Fitting and Learning Zhiguang Wang Tim Oates J. Lo 16 2 0 13 Oct 2015
Deep Haar Scattering Networks Xiuyuan Cheng Xu Chen S. Mallat 26 30 0 30 Sep 2015
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree Chen-Yu Lee Patrick W. Gallagher Zhuowen Tu AI4CE 29 483 0 30 Sep 2015
CNN Based Hashing for Image Retrieval J. Guo Jianmin Li 11 17 0 04 Sep 2015
Learning A Task-Specific Deep Architecture For Clustering Zhangyang Wang Shiyu Chang Jiayu Zhou Meng Wang Thomas S. Huang 14 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 23 874 0 14 Aug 2015
Compact Convolutional Neural Network Cascade for Face Detection Ilya Kalinowski V. Spitsyn CVBM 24 35 0 06 Aug 2015
On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units Zhibin Liao G. Carneiro 21 62 0 03 Aug 2015
Deep Networks for Image Super-Resolution with Sparse Prior Zhaowen Wang Ding Liu Jianchao Yang Wei Han Thomas Huang SupR 22 38 0 31 Jul 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 47 1,671 0 22 Jul 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 25 362 0 06 Jul 2015
Spectral Representations for Convolutional Neural Networks Oren Rippel Jasper Snoek Ryan P. Adams 28 328 0 11 Jun 2015
Deep SimNets Nadav Cohen Or Sharir Amnon Shashua 35 46 0 09 Jun 2015
Adaptive Normalized Risk-Averting Training For Deep Neural Networks Zhiguang Wang Tim Oates J. Lo 33 6 0 08 Jun 2015
Stacked What-Where Auto-encoders Jun 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 207 745 0 06 Jun 2015
Classify Images with Conceptor Network Yuhuang Hu S. Advanced C. K. Loo 29 5 0 02 Jun 2015
A Critical Review of Recurrent Neural Networks for Sequence Learning Zachary Chase Lipton John Berkowitz Charles Elkan 47 2,322 0 29 May 2015
An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability Nikolaos Karianakis Jingming Dong Stefano Soatto 30 15 0 26 May 2015
APAC: Augmented PAttern Classification with Neural Networks Ikuro Sato Hiroki Nishimura Kensuke Yokoi 32 137 0 13 May 2015
Training Deeper Convolutional Networks with Deep Supervision Liwei Wang Chen-Yu Lee Zhuowen Tu Svetlana Lazebnik 14 191 0 11 May 2015
ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks Francesco Visin Kyle Kastner Kyunghyun Cho Matteo Matteucci Aaron Courville Yoshua Bengio SSeg 26 271 0 03 May 2015
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 45 1,760 0 03 May 2015
Max-margin Deep Generative Models Chongxuan Li Jun Zhu Tianlin Shi Bo Zhang AI4CE 36 32 0 26 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 64 3,469 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 11 0 30 Mar 2015
Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network Mark D Mcdonnell Tony Vladusich 29 84 0 16 Mar 2015
Rectified Factor Networks Djork-Arné Clevert Andreas Mayr Thomas Unterthiner Sepp Hochreiter 28 16 0 23 Feb 2015
Scalable Bayesian Optimization Using Deep Neural Networks Jasper Snoek Oren Rippel Kevin Swersky Ryan Kiros N. Satish N. Sundaram Md. Mostofa Ali Patwary P. Prabhat Ryan P. Adams BDL UQCV 46 1,035 0 19 Feb 2015
Invariant backpropagation: how to train a transformation-invariant neural network S. Demyanov James Bailey K. Ramamohanarao C. Leckie OOD AAML 51 8 0 16 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 29 18,467 0 06 Feb 2015
Hyper-parameter optimization of Deep Convolutional Networks for object recognition S. Talathi 34 25 0 30 Jan 2015
Deep Roto-Translation Scattering for Object Classification Edouard Oyallon S. Mallat 21 230 0 30 Dec 2014
Unsupervised Feature Learning with C-SVDDNet D. Wang Xiaoyang Tan 3DPC 41 29 0 23 Dec 2014
Diverse Embedding Neural Network Language Models Kartik Audhkhasi A. Sethy Bhuvana Ramabhadran 31 1 0 22 Dec 2014
Learning Activation Functions to Improve Deep Neural Networks Forest Agostinelli Matthew Hoffman Peter Sadowski Pierre Baldi ODL 50 473 0 21 Dec 2014
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 70 4,643 0 21 Dec 2014
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 60 1,983 0 20 Dec 2014
An Analysis of Unsupervised Pre-training in Light of Recent Advances T. Paine Pooya Khorrami Wei Han Thomas S. Huang SSL 28 56 0 20 Dec 2014
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 110 3,841 0 19 Dec 2014