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
Residual Networks of Residual Networks: Multilevel Residual Networks Ke Zhang Miao Sun T. Han Xingfang Yuan Liru Guo Tao Liu 101 16 0 09 Aug 2016
Horn: A System for Parallel Training and Regularizing of Large-Scale Neural Networks Edward J. Yoon 28 0 0 02 Aug 2016
SSDH: Semi-supervised Deep Hashing for Large Scale Image Retrieval Jian Zhang Yuxin Peng 74 129 0 28 Jul 2016
Geometric Neural Phrase Pooling: Modeling the Spatial Co-occurrence of Neurons Lingxi Xie Qi Tian John Flynn Jingdong Wang Alan Yuille 56 11 0 21 Jul 2016
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li Wei Li Zhen He Xuguang Wang Ying Cao Jie Zhou Wenyuan Xu 97 96 0 21 Jul 2016
Recycle deep features for better object detection Wei Li Matthias Breier Dorit Merhof ObjD 41 4 0 18 Jul 2016
Hierarchical learning for DNN-based acoustic scene classification Yong-mei Xu Qiang Huang Wenwu Wang Mark D. Plumbley 91 28 0 13 Jul 2016
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging Yong-mei Xu Qiang Huang Wenwu Wang Peter Foster Siddharth Sigtia Philip J. B. Jackson Mark D. Plumbley 80 79 0 13 Jul 2016
Enlightening Deep Neural Networks with Knowledge of Confounding Factors Yu Zhong G. Ettinger 48 25 0 08 Jul 2016
Watch This: Scalable Cost-Function Learning for Path Planning in Urban Environments Markus Wulfmeier Dominic Zeng Wang Ingmar Posner 85 114 0 08 Jul 2016
A Distributed Deep Representation Learning Model for Big Image Data Classification Le Dong Na Lv Qianni Zhang Shanshan Xie Ling He Mengdie Mao 31 0 0 02 Jul 2016
Less-forgetting Learning in Deep Neural Networks Heechul Jung Jeongwoo Ju Minju Jung Junmo Kim 116 229 0 01 Jul 2016
A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks Felix Grün Christian Rupprecht Nassir Navab Federico Tombari SSL FAtt 66 76 0 24 Jun 2016
Fully DNN-based Multi-label regression for audio tagging Yong-mei Xu Qiang Huang Wenwu Wang Philip J. B. Jackson Mark D. Plumbley 73 11 0 24 Jun 2016
DropNeuron: Simplifying the Structure of Deep Neural Networks W. Pan Hao Dong Yike Guo 72 146 0 23 Jun 2016
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition Albert Zeyer P. Doetsch P. Voigtlaender Ralf Schluter Hermann Ney 78 169 0 22 Jun 2016
Incremental Parsing with Minimal Features Using Bi-Directional LSTM James Cross Liang Huang 96 87 0 21 Jun 2016
A New Training Method for Feedforward Neural Networks Based on Geometric Contraction Property of Activation Functions Petre Birtea C. Cernăzanu-Glăvan Alexandru Sisu 16 0 0 20 Jun 2016
Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation H. Pan Hui Jiang 3DV 79 13 0 20 Jun 2016
DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs Prashanth Vijayaraghavan Ivan Sysoev Soroush Vosoughi D. Roy 74 71 0 17 Jun 2016
DecomposeMe: Simplifying ConvNets for End-to-End Learning J. Álvarez L. Petersson 78 48 0 17 Jun 2016
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning Mehdi S. M. Sajjadi Mehran Javanmardi Tolga Tasdizen BDL 187 1,120 0 14 Jun 2016
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation Jie Zhou Ying Cao Xuguang Wang Peng Li Wenyuan Xu AIMat 92 217 0 14 Jun 2016
Learning to Generate Compositional Color Descriptions Will Monroe Noah D. Goodman Christopher Potts GAN 68 23 0 13 Jun 2016
Data Recombination for Neural Semantic Parsing Robin Jia Percy Liang 105 466 0 11 Jun 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 132 49 0 09 Jun 2016
Structured Convolution Matrices for Energy-efficient Deep learning R. Appuswamy T. Nayak John V. Arthur S. K. Esser P. Merolla J. McKinstry T. Melano M. Flickner D. Modha 55 11 0 08 Jun 2016
Selective Unsupervised Feature Learning with Convolutional Neural Network (S-CNN) Amir Ghaderi V. Athitsos SSL OOD 26 19 0 07 Jun 2016
Memory-enhanced Decoder for Neural Machine Translation Mingxuan Wang Zhengdong Lu Hang Li Qun Liu 82 65 0 07 Jun 2016
Multimodal Residual Learning for Visual QA Jin-Hwa Kim Sang-Woo Lee Donghyun Kwak Min-Oh Heo Jeonghee Kim Jung-Woo Ha Byoung-Tak Zhang 73 302 0 05 Jun 2016
Neural Architectures for Fine-grained Entity Type Classification Sonse Shimaoka Pontus Stenetorp Kentaro Inui Sebastian Riedel 80 119 0 04 Jun 2016
Improving Coreference Resolution by Learning Entity-Level Distributed Representations Kevin Clark Christopher D. Manning 115 337 0 04 Jun 2016
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations David M. Krueger Tegan Maharaj János Kramár Mohammad Pezeshki Nicolas Ballas Nan Rosemary Ke Anirudh Goyal Yoshua Bengio Aaron Courville C. Pal 115 318 0 03 Jun 2016
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking Rami Al-Rfou Marc Pickett J. Snaider Yun-hsuan Sung B. Strope R. Kurzweil HAI 80 92 0 01 Jun 2016
CYCLADES: Conflict-free Asynchronous Machine Learning Yang Zhang Maximilian Lam Stephen Tu Dimitris Papailiopoulos Ce Zhang Michael I. Jordan M. Shah Christopher Ré Benjamin Recht 58 63 0 31 May 2016
Spectral Methods for Correlated Topic Models Forough Arabshahi Anima Anandkumar OOD 61 5 0 30 May 2016
Robust Downbeat Tracking Using an Ensemble of Convolutional Networks Simon Durand J. P. Bello B. David G. Richard 63 7 0 26 May 2016
No bad local minima: Data independent training error guarantees for multilayer neural networks Daniel Soudry Y. Carmon 214 235 0 26 May 2016
FractalNet: Ultra-Deep Neural Networks without Residuals Gustav Larsson Michael Maire Gregory Shakhnarovich 178 941 0 24 May 2016
Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups Yani Andrew Ioannou D. Robertson R. Cipolla A. Criminisi 111 266 0 20 May 2016
Learning shape correspondence with anisotropic convolutional neural networks Davide Boscaini Jonathan Masci Emanuele Rodolà M. Bronstein 3DPC 224 511 0 20 May 2016
Residual Networks Behave Like Ensembles of Relatively Shallow Networks Andreas Veit Michael J. Wilber Serge J. Belongie UQCV 91 107 0 20 May 2016
Matching Handwritten Document Images Praveen Krishnan C. V. Jawahar 51 56 0 19 May 2016
Movie Description Anna Rohrbach Atousa Torabi Marcus Rohrbach Niket Tandon C. Pal Hugo Larochelle Aaron Courville Bernt Schiele 3DV VGen 88 361 0 12 May 2016
Speech Enhancement In Multiple-Noise Conditions using Deep Neural Networks Anurag Kumar D. Florêncio 71 123 0 09 May 2016
Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec Christopher E. Moody 41 190 0 06 May 2016
Some Insights into the Geometry and Training of Neural Networks E. Berg 3DH 47 7 0 02 May 2016
DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie Jingdong Wang Zhen Wei Meng Wang Qi Tian 136 252 0 30 Apr 2016
InterActive: Inter-Layer Activeness Propagation Lingxi Xie Liang Zheng Jingdong Wang Alan Yuille Qi Tian FAtt 84 45 0 30 Apr 2016
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification Tong Xiao Hongsheng Li Wanli Ouyang Xiaogang Wang OOD 81 977 0 26 Apr 2016