Maxout Networks

18 February 2013

Aaron Courville

Papers citing "Maxout Networks"

50 / 810 papers shown

Title
Do deep nets really need weight decay and dropout? Alex Hernández-García Peter König 14 27 0 20 Feb 2018
Understanding the Loss Surface of Neural Networks for Binary Classification Shiyu Liang Ruoyu Sun Yixuan Li R. Srikant 21 87 0 19 Feb 2018
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution Lingyang Chu X. Hu Juhua Hu Lanjun Wang J. Pei 12 99 0 17 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
Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning Deboleena Roy Priyadarshini Panda Kaushik Roy BDL OOD CLL 29 211 0 15 Feb 2018
Deep Predictive Coding Network for Object Recognition Haiguang Wen Kuan Han Junxing Shi Yizhen Zhang Eugenio Culurciello Zhongming Liu 10 83 0 13 Feb 2018
$$\mathcal{G}$-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space$ $\mathcal{G}$ -SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space Qi Meng Shuxin Zheng Huishuai Zhang Wei Chen Zhi-Ming Ma Tie-Yan Liu 35 38 0 11 Feb 2018
Mixed Link Networks Wenhai Wang Xiang Li Jian Yang Tong Lu 17 53 0 06 Feb 2018
Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach Saikat Roy N. Das M. Kundu M. Nasipuri 28 128 0 02 Feb 2018
Training Neural Networks by Using Power Linear Units (PoLUs) Yikang Li Pak Lun Kevin Ding Baoxin Li 22 7 0 01 Feb 2018
Learning Combinations of Activation Functions Franco Manessi A. Rozza AI4CE 26 54 0 29 Jan 2018
Non-Parametric Transformation Networks Dipan K. Pal Marios Savvides 8 7 0 14 Jan 2018
Improved English to Russian Translation by Neural Suffix Prediction Kai Song Yue Zhang Min Zhang Weihua Luo 16 10 0 11 Jan 2018
Efficient Image Evidence Analysis of CNN Classification Results Keyang Zhou Bernhard Kainz AAML FAtt 18 4 0 05 Jan 2018
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 46 116 0 28 Dec 2017
Finding Competitive Network Architectures Within a Day Using UCT Martin Wistuba 19 22 0 20 Dec 2017
Deep Learning for Distant Speech Recognition Mirco Ravanelli 27 16 0 17 Dec 2017
Enhancing approximation abilities of neural networks by training derivatives V. Avrutskiy 16 16 0 12 Dec 2017
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review J. Bernal Kaisar Kushibar Daniel S. Asfaw Sergi Valverde A. Oliver Robert Martí Xavier Llado 22 349 0 11 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 13 197 0 10 Dec 2017
CNNs are Globally Optimal Given Multi-Layer Support Chen Huang Chen Kong Simon Lucey ODL 36 0 0 07 Dec 2017
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 36 625 0 26 Nov 2017
Efficient and Invariant Convolutional Neural Networks for Dense Prediction Hongyang Gao Shuiwang Ji MDE 10 11 0 24 Nov 2017
Machine Learning Algorithms for $b$ -Jet Tagging at the ATLAS Experiment Michela Paganini 24 7 0 23 Nov 2017
Regularization of Deep Neural Networks with Spectral Dropout Salman Khan Munawar Hayat Fatih Porikli 23 102 0 23 Nov 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 44 736 0 22 Nov 2017
Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security Hao Dong Chao Wu Zhen Wei Yike Guo 38 30 0 20 Nov 2017
MegDet: A Large Mini-Batch Object Detector Chao Peng Tete Xiao Zeming Li Yuning Jiang Xiangyu Zhang Kai Jia Gang Yu Jian Sun ObjD 17 318 0 20 Nov 2017
Block-Cyclic Stochastic Coordinate Descent for Deep Neural Networks Kensuke Nakamura Stefano Soatto Byung-Woo Hong BDL ODL 43 6 0 20 Nov 2017
Deep supervised learning using local errors Hesham Mostafa V. Ramesh Gert Cauwenberghs 25 113 0 17 Nov 2017
Less-forgetful Learning for Domain Expansion in Deep Neural Networks Heechul Jung Jeongwoo Ju Minju Jung Junmo Kim CLL OOD 38 69 0 16 Nov 2017
D-PCN: Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 16 2 0 12 Nov 2017
Compression-aware Training of Deep Networks J. Álvarez Mathieu Salzmann 21 172 0 07 Nov 2017
Single Image Super-Resolution Using Lightweight CNN with Maxout Units Jae-Seok Choi Munchurl Kim SupR 30 2 0 07 Nov 2017
Bounding and Counting Linear Regions of Deep Neural Networks Thiago Serra Christian Tjandraatmadja Srikumar Ramalingam MLT 17 246 0 06 Nov 2017
Regularization for Deep Learning: A Taxonomy J. Kukačka Vladimir Golkov Daniel Cremers 33 335 0 29 Oct 2017
Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks Xu Sun Bingzhen Wei Xuancheng Ren Shuming Ma 19 40 0 28 Oct 2017
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 38 15 0 26 Oct 2017
Searching for Activation Functions Prajit Ramachandran Barret Zoph Quoc V. Le 27 599 0 16 Oct 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej Mazurowski 44 2,317 0 15 Oct 2017
Projection Based Weight Normalization for Deep Neural Networks Lei Huang Xianglong Liu B. Lang Bo-wen Li 28 18 0 06 Oct 2017
Energy-Based Spherical Sparse Coding Bailey Kong Charless C. Fowlkes 29 1 0 04 Oct 2017
Rethinking Feature Discrimination and Polymerization for Large-scale Recognition Yu Liu Hongyang Li Xiaogang Wang CVBM 30 117 0 02 Oct 2017
Deep Competitive Pathway Networks Jia-Ren Chang Yonghao Chen 9 0 0 29 Sep 2017
B-CNN: Branch Convolutional Neural Network for Hierarchical Classification Xinqi Zhu Michael Bain 19 151 0 28 Sep 2017
Aspect-Based Relational Sentiment Analysis Using a Stacked Neural Network Architecture Soufian Jebbara Philipp Cimiano 10 25 0 19 Sep 2017
A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks Qinliang Su X. Liao Lawrence Carin 11 16 0 18 Sep 2017
Classifying Unordered Feature Sets with Convolutional Deep Averaging Networks Andrew Gardner Jinko Kanno C. A. Duncan R. Selmic 15 13 0 10 Sep 2017
FingerNet: An Unified Deep Network for Fingerprint Minutiae Extraction Yao Tang Fei Gao Jufu Feng Yuhang Liu 16 165 0 07 Sep 2017
Implicit Regularization in Deep Learning Behnam Neyshabur 17 145 0 06 Sep 2017