Maxout Networks

18 February 2013

Aaron Courville

Papers citing "Maxout Networks"

50 / 810 papers shown

Title
On the energy landscape of deep networks Pratik Chaudhari Stefano Soatto ODL 37 27 0 20 Nov 2015
Variance Reduction in SGD by Distributed Importance Sampling Guillaume Alain Alex Lamb Chinnadhurai Sankar Aaron Courville Yoshua Bengio FedML 13 196 0 20 Nov 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 74 13,932 0 19 Nov 2015
All you need is a good init Dmytro Mishkin Jirí Matas ODL 27 604 0 19 Nov 2015
A Unified Gradient Regularization Family for Adversarial Examples Chunchuan Lyu Kaizhu Huang Hai-Ning Liang AAML 6 207 0 19 Nov 2015
Manifold Regularized Deep Neural Networks using Adversarial Examples Taehoon Lee Minsuk Choi Sungroh Yoon AAML GAN OOD 17 14 0 19 Nov 2015
Manifold Regularized Discriminative Neural Networks Shuangfei Zhai Zhongfei Zhang AI4CE 9 2 0 19 Nov 2015
Reducing Overfitting in Deep Networks by Decorrelating Representations Michael Cogswell Faruk Ahmed Ross B. Girshick C. L. Zitnick Dhruv Batra 26 411 0 19 Nov 2015
Convolutional neural networks with low-rank regularization Cheng Tai Tong Xiao Yi Zhang Xiaogang Wang E. Weinan BDL 9 460 0 19 Nov 2015
Net2Net: Accelerating Learning via Knowledge Transfer Tianqi Chen Ian Goodfellow Jonathon Shlens 11 663 0 18 Nov 2015
Competitive Multi-scale Convolution Zhibin Liao G. Carneiro 20 44 0 18 Nov 2015
Predicting distributions with Linearizing Belief Networks Yann N. Dauphin David Grangier 26 18 0 17 Nov 2015
On the interplay of network structure and gradient convergence in deep learning V. Ithapu Sathya Ravi Vikas Singh 16 3 0 17 Nov 2015
Jet-Images -- Deep Learning Edition Luke de Oliveira Michael Kagan Lester W. Mackey Benjamin Nachman A. Schwartzman PINN 10 310 0 16 Nov 2015
Deep Linear Discriminant Analysis Matthias Dorfer Rainer Kelz Gerhard Widmer 9 133 0 15 Nov 2015
8-Bit Approximations for Parallelism in Deep Learning Tim Dettmers 13 176 0 14 Nov 2015
Learning Fine-grained Features via a CNN Tree for Large-scale Classification Zhenhua Wang Xingxing Wang G. Wang 25 49 0 14 Nov 2015
Efficient Training of Very Deep Neural Networks for Supervised Hashing Ziming Zhang Yuting Chen Venkatesh Saligrama 23 7 0 14 Nov 2015
Learning to Assign Orientations to Feature Points K. M. Yi Yannick Verdié Pascal Fua Vincent Lepetit 14 124 0 13 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 11 31 0 11 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Fei Wu Yueting Zhuang 16 385 0 11 Nov 2015
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 27 1,064 0 09 Nov 2015
Batch-normalized Maxout Network in Network Jia-Ren Chang Yonghao Chen OOD 24 108 0 09 Nov 2015
How far can we go without convolution: Improving fully-connected networks Zhouhan Lin Roland Memisevic K. Konda 19 50 0 09 Nov 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 6 2,969 0 02 Nov 2015
A Survey: Time Travel in Deep Learning Space: An Introduction to Deep Learning Models and How Deep Learning Models Evolved from the Initial Ideas Haohan Wang Bhiksha Raj AI4TS 23 34 0 16 Oct 2015
Generative Adversarial Networks in Estimation of Distribution Algorithms for Combinatorial Optimization Malte Probst GAN 16 7 0 30 Sep 2015
Deep Haar Scattering Networks Xiuyuan Cheng Xu Chen S. Mallat 16 30 0 30 Sep 2015
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree Chen-Yu Lee Patrick W. Gallagher Z. Tu AI4CE 13 483 0 30 Sep 2015
Deep Trans-layer Unsupervised Networks for Representation Learning Wentao Zhu Jun Miao Laiyun Qing Xilin Chen SSL 19 2 0 27 Sep 2015
Tensorizing Neural Networks Alexander Novikov D. Podoprikhin A. Osokin Dmitry Vetrov 16 874 0 22 Sep 2015
Towards universal neural nets: Gibbs machines and ACE Galin Georgiev AI4CE BDL 15 2 0 26 Aug 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
Evaluating software-based fingerprint liveness detection using Convolutional Networks and Local Binary Patterns Rodrigo Nogueira R. Lotufo R. C. Machado 9 92 0 03 Aug 2015
On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units Zhibin Liao G. Carneiro 14 62 0 03 Aug 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 21 1,669 0 22 Jul 2015
Compression of Fully-Connected Layer in Neural Network by Kronecker Product Shuchang Zhou Jia-Nan Wu 33 26 0 21 Jul 2015
Learning Robust Deep Face Representation Xiang Wu CVBM OOD 20 8 0 17 Jul 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 16 1,747 0 17 Jul 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 12 1,364 0 09 Jul 2015
Feature Representation in Convolutional Neural Networks Ben Athiwaratkun Keegan Kang FAtt SSL 18 75 0 08 Jul 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 21 362 0 06 Jul 2015
End-to-end Convolutional Network for Saliency Prediction Junting Pan Xavier Giró-i-Nieto 27 23 0 06 Jul 2015
Distributional Smoothing with Virtual Adversarial Training Takeru Miyato S. Maeda Masanori Koyama Ken Nakae S. Ishii 24 458 0 02 Jul 2015
Energy-efficient neuromorphic classifiers Daniel Martí Mattia Rigotti Mingoo Seok Stefano Fusi 36 33 0 01 Jul 2015
Reading Scene Text in Deep Convolutional Sequences Pan He Weilin Huang Yu Qiao Chen Change Loy Xiaoou Tang 21 307 0 14 Jun 2015
Spectral Representations for Convolutional Neural Networks Oren Rippel Jasper Snoek Ryan P. Adams 18 327 0 11 Jun 2015
Random Maxout Features Youssef Mroueh Steven J. Rennie Vaibhava Goel 18 7 0 11 Jun 2015
Deep SimNets Nadav Cohen Or Sharir Amnon Shashua 32 46 0 09 Jun 2015
Flowing ConvNets for Human Pose Estimation in Videos Tomas Pfister James Charles Andrew Zisserman 3DH 24 557 0 09 Jun 2015