Improving neural networks by preventing co-adaptation of feature detectors

3 July 2012

Papers citing "Improving neural networks by preventing co-adaptation of feature detectors"

50 / 1,729 papers shown

Title
Maximum Entropy Binary Encoding for Face Template Protection Rohit Pandey Yingbo Zhou Bhargava Urala Kota V. Govindaraju AAML CVBM PICV 44 1 0 05 Dec 2015
Max-Pooling Dropout for Regularization of Convolutional Neural Networks Haibing Wu Xiaodong Gu 70 144 0 04 Dec 2015
Recognizing Semantic Features in Faces using Deep Learning Amogh Gudi CVBM 3DH 73 42 0 02 Dec 2015
Towards Dropout Training for Convolutional Neural Networks Haibing Wu Xiaodong Gu 81 304 0 01 Dec 2015
Multilingual Language Processing From Bytes D. Gillick Clifford Brunk Oriol Vinyals A. Subramanya 99 223 0 01 Dec 2015
Loss Functions for Neural Networks for Image Processing Hang Zhao Orazio Gallo I. Frosio Jan Kautz SupR 97 279 0 28 Nov 2015
A C-LSTM Neural Network for Text Classification Chunting Zhou Chonglin Sun Zhiyuan Liu F. Lau AILaw 125 867 0 27 Nov 2015
An Introduction to Convolutional Neural Networks K. O’Shea Ryan Nash FaML HAI 97 3,172 0 26 Nov 2015
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification Adriana Romero C. Gatta Gustau Camps-Valls 80 686 0 25 Nov 2015
rnn : Recurrent Library for Torch Nicholas Léonard Sagar M. Waghmare Yang Wang Jin-Hwa Kim 101 42 0 24 Nov 2015
On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization P. Xie Yuntian Deng Eric Xing 113 28 0 23 Nov 2015
Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders Alexander Ororbia C. Lee Giles David Reitter AI4CE 118 30 0 22 Nov 2015
Gradual DropIn of Layers to Train Very Deep Neural Networks L. Smith Emily M. Hand T. Doster AI4CE 89 33 0 22 Nov 2015
Online Sequence Training of Recurrent Neural Networks with Connectionist Temporal Classification Kyuyeon Hwang Wonyong Sung 53 9 0 21 Nov 2015
GradNets: Dynamic Interpolation Between Neural Architectures Diogo Almeida Nate Sauder AI4CE ODL 58 3 0 21 Nov 2015
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 292 2,726 0 20 Nov 2015
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications Yong-Deok Kim Eunhyeok Park S. Yoo Taelim Choi Lu Yang Dongjun Shin 128 895 0 20 Nov 2015
On the energy landscape of deep networks Pratik Chaudhari Stefano Soatto ODL 92 27 0 20 Nov 2015
Variational Auto-encoded Deep Gaussian Processes Zhenwen Dai Andreas C. Damianou Javier I. González Neil D. Lawrence BDL 104 131 0 19 Nov 2015
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 118 667 0 19 Nov 2015
Deconstructing the Ladder Network Architecture Mohammad Pezeshki Linxi Fan Philemon Brakel Aaron Courville Yoshua Bengio 93 98 0 19 Nov 2015
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks Jost Tobias Springenberg GAN 89 747 0 19 Nov 2015
A Unified Gradient Regularization Family for Adversarial Examples Chunchuan Lyu Kaizhu Huang Hai-Ning Liang AAML 83 209 0 19 Nov 2015
Manifold Regularized Deep Neural Networks using Adversarial Examples Taehoon Lee Minsuk Choi Sungroh Yoon AAML GAN OOD 61 14 0 19 Nov 2015
Robust Convolutional Neural Networks under Adversarial Noise Jonghoon Jin Aysegül Dündar Eugenio Culurciello 79 77 0 19 Nov 2015
Conditional Computation in Neural Networks for faster models Emmanuel Bengio Pierre-Luc Bacon Joelle Pineau Doina Precup AI4CE 172 325 0 19 Nov 2015
Predicting online user behaviour using deep learning algorithms Armando Vieira 62 47 0 19 Nov 2015
Convolutional Clustering for Unsupervised Learning Aysegül Dündar Jonghoon Jin Eugenio Culurciello SSL 84 84 0 19 Nov 2015
Combining Neural Networks and Log-linear Models to Improve Relation Extraction Thien Huu Nguyen R. Grishman 90 101 0 18 Nov 2015
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks P. Li Jiyuan Qian Tian Wang 68 50 0 17 Nov 2015
Jet-Images -- Deep Learning Edition Luke de Oliveira Michael Kagan Lester W. Mackey Benjamin Nachman A. Schwartzman PINN 74 311 0 16 Nov 2015
Oracle performance for visual captioning L. Yao Nicolas Ballas Kyunghyun Cho John R. Smith Yoshua Bengio VLM 111 8 0 14 Nov 2015
Learning Fine-grained Features via a CNN Tree for Large-scale Classification Zhenhua Wang Xingxing Wang G. Wang 75 49 0 14 Nov 2015
Deep Feature Learning for EEG Recordings Sebastian Stober Avital Sternin A. Owen Jessica A. Grahn 81 131 0 13 Nov 2015
Deep Mean Maps Junier B. Oliva Danica J. Sutherland Barnabás Póczós J. Schneider 50 8 0 13 Nov 2015
Learning with a Strong Adversary Ruitong Huang Bing Xu Dale Schuurmans Csaba Szepesvári AAML 105 358 0 10 Nov 2015
Batch-normalized Maxout Network in Network Jia-Ren Chang Yonghao Chen OOD 104 108 0 09 Nov 2015
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 195 638 0 07 Nov 2015
Highway Long Short-Term Memory RNNs for Distant Speech Recognition Yu Zhang Guoguo Chen Dong Yu Kaisheng Yao Sanjeev Khudanpur James R. Glass 3DV AI4TS 82 292 0 30 Oct 2015
RATM: Recurrent Attentive Tracking Model Samira Ebrahimi Kahou Vincent Michalski Roland Memisevic 87 84 0 29 Oct 2015
A Hybrid Approach for Speech Enhancement Using MoG Model and Neural Network Phoneme Classifier Shlomo E. Chazan Jacob Goldberger Sharon Gannot 46 25 0 25 Oct 2015
A Framework for Distributed Deep Learning Layer Design in Python Clay McLeod 16 6 0 25 Oct 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 73 34 0 16 Oct 2015
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang Byron C. Wallace AAML 126 1,202 0 13 Oct 2015
Where Is My Puppy? Retrieving Lost Dogs by Facial Features Thierry Pinheiro Moreira Mauricio Perez R. D. O. Werneck Eduardo Valle CVBM 36 24 0 09 Oct 2015
Uniform Learning in a Deep Neural Network via "Oddball" Stochastic Gradient Descent Andrew J. R. Simpson FedML 34 2 0 08 Oct 2015
Predicting Daily Activities From Egocentric Images Using Deep Learning Daniel Castro Steven Hickson Vinay Bettadapura Edison Thomaz G. Abowd H. Christensen Irfan Essa EgoV 83 102 0 06 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 116 1,137 0 02 Oct 2015
Deep Haar Scattering Networks Xiuyuan Cheng Xu Chen S. Mallat 96 31 0 30 Sep 2015
End-to-End Text-Dependent Speaker Verification G. Heigold Ignacio López Moreno Samy Bengio Noam M. Shazeer 98 586 0 27 Sep 2015