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"

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Title
Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion Zhourong Chen Xiaopeng Li N. Zhang 47 2 0 16 Mar 2018
Efficient Hardware Realization of Convolutional Neural Networks using Intra-Kernel Regular Pruning Maurice Yang Mahmoud Faraj Assem Hussein V. Gaudet CVBM 64 12 0 15 Mar 2018
Leveraging Crowdsourcing Data For Deep Active Learning - An Application: Learning Intents in Alexa Jie Yang Thomas Drake Andreas C. Damianou Y. Maarek FedML 54 63 0 12 Mar 2018
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle Michael Carbin 402 3,492 0 09 Mar 2018
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss Peng Xu Denilson Barbosa NoLa 55 88 0 09 Mar 2018
Rethinking Feature Distribution for Loss Functions in Image Classification Weitao Wan Yuanyi Zhong Tianpeng Li Jiansheng Chen 80 168 0 08 Mar 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen Jun Wang Hua-Ming Wu 61 11 0 07 Mar 2018
Learning Scene Gist with Convolutional Neural Networks to Improve Object Recognition K. Wu Eric Wu Gabriel Kreiman 56 25 0 06 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Avoiding overfitting of multilayer perceptrons by training derivatives V. Avrutskiy 57 4 0 28 Feb 2018
Selective Experience Replay for Lifelong Learning David Isele Akansel Cosgun CLL 94 460 0 28 Feb 2018
Neural Aesthetic Image Reviewer Wenshan Wang Su Yang Weishan Zhang Jiulong Zhang 58 39 0 28 Feb 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs Andres Milioto C. Stachniss SSeg 99 86 0 25 Feb 2018
Deep Defense: Training DNNs with Improved Adversarial Robustness Ziang Yan Yiwen Guo Changshui Zhang AAML 97 110 0 23 Feb 2018
Bayesian Incremental Learning for Deep Neural Networks Max Kochurov T. Garipov D. Podoprikhin Dmitry Molchanov Arsenii Ashukha Dmitry Vetrov OOD CLL BDL 62 22 0 20 Feb 2018
Out-distribution training confers robustness to deep neural networks Mahdieh Abbasi Christian Gagné OOD 59 1 0 20 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 80 44 0 17 Feb 2018
Event Nugget Detection with Forward-Backward Recurrent Neural Networks Reza Ghaeini Xiaoli Z. Fern Liang Huang Prasad Tadepalli 87 61 0 15 Feb 2018
Field-Programmable Deep Neural Network (DNN) Learning and Inference accelerator: a concept L. Franca-Neto 27 1 0 14 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 126 438 0 13 Feb 2018
ThUnderVolt: Enabling Aggressive Voltage Underscaling and Timing Error Resilience for Energy Efficient Deep Neural Network Accelerators Jeff Zhang Kartheek Rangineni Zahra Ghodsi S. Garg 88 118 0 11 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 133 39 0 11 Feb 2018
Coverless information hiding based on Generative Model X. Duan Haoxian Song DiffM 43 23 0 10 Feb 2018
Deep Reinforcement Learning for Image Hashing Yuxin Peng Jian Zhang Zhaoda Ye 23 46 0 07 Feb 2018
Deep Learning of Nonnegativity-Constrained Autoencoders for Enhanced Understanding of Data B. Ayinde J. Zurada 89 56 0 31 Jan 2018
DeepPap: Deep Convolutional Networks for Cervical Cell Classification Ling Zhang Le Lu Isabella Nogues Ronald M. Summers Shaoxiong Liu Jianhua Yao 72 389 0 25 Jan 2018
Translating Pro-Drop Languages with Reconstruction Models Longyue Wang Zhaopeng Tu Shuming Shi Tong Zhang Yvette Graham Qun Liu 82 48 0 10 Jan 2018
Recognizing Material Properties from Images Gabriel Schwartz Ko Nishino 65 68 0 09 Jan 2018
Data Augmentation by Pairing Samples for Images Classification H. Inoue 190 425 0 09 Jan 2018
Boundary Optimizing Network (BON) Marco Singh A. Pai 64 0 0 08 Jan 2018
Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification P. Murugan 39 18 0 03 Jan 2018
An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text Suriyadeepan Ramamoorthy Selvakumar Murugan 39 22 0 02 Jan 2018
Bidirectional Attention for SQL Generation Tonglei Guo Huilin Gao 96 13 0 30 Dec 2017
Neural network augmented inverse problems for PDEs Jens Berg K. Nystrom 94 41 0 27 Dec 2017
Tensor Regression Networks with various Low-Rank Tensor Approximations Xingwei Cao Guillaume Rabusseau 61 21 0 27 Dec 2017
Regularization and Optimization strategies in Deep Convolutional Neural Network P. Murugan S. Durairaj 48 48 0 13 Dec 2017
Deep Learning for IoT Big Data and Streaming Analytics: A Survey M. Mohammadi Ala I. Al-Fuqaha Sameh Sorour Mohsen Guizani 116 1,062 0 09 Dec 2017
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 228 702 0 06 Dec 2017
Data Dropout in Arbitrary Basis for Deep Network Regularization M. Rahmani George Atia OOD 37 3 0 04 Dec 2017
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 127 625 0 04 Dec 2017
Differentially Private Variational Dropout Beyza Ermis A. Cemgil 81 5 0 30 Nov 2017
Differentially Private Dropout Beyza Ermis A. Cemgil SyDa 47 4 0 30 Nov 2017
Gaussian Process Neurons Learn Stochastic Activation Functions Sebastian Urban Marcus Basalla Patrick van der Smagt BDL 67 4 0 29 Nov 2017
Hybrid Oracle: Making Use of Ambiguity in Transition-based Chinese Dependency Parsing Xuancheng Ren Xu Sun 50 1 0 28 Nov 2017
Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu Yang Liu Shuming Shi Tong Zhang CLL 95 181 0 26 Nov 2017
Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples Kimin Lee Honglak Lee Kibok Lee Jinwoo Shin OODD 161 886 0 26 Nov 2017
Attended End-to-end Architecture for Age Estimation from Facial Expression Videos Wenjie Pei H. Dibeklioğlu T. Baltrušaitis David Tax CVBM 49 42 0 23 Nov 2017
Regularization of Deep Neural Networks with Spectral Dropout Salman Khan Munawar Hayat Fatih Porikli 70 103 0 23 Nov 2017
Locally Smoothed Neural Networks Liang Pang Yanyan Lan Jun Xu Jiafeng Guo Xueqi Cheng 48 5 0 22 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 366 8,940 0 21 Nov 2017