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
Deep Data Flow Analysis Chris Cummins Hugh Leather Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Michael F. P. O'Boyle 56 4 0 21 Nov 2020
Convergence Analysis of Homotopy-SGD for non-convex optimization Matilde Gargiani Andrea Zanelli Quoc Tran-Dinh Moritz Diehl Frank Hutter 52 3 0 20 Nov 2020
Cascade Attentive Dropout for Weakly Supervised Object Detection Wenlong Gao Ying-Cong Chen Yong Peng WSOD 72 2 0 20 Nov 2020
Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification Weitao Wan Jiansheng Chen Cheng Yu Tong Wu Yuanyi Zhong Ming-Hsuan Yang 36 7 0 18 Nov 2020
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference Jiyang Xie Zhanyu Ma Jing-Hao Xue Guoqiang Zhang Jun Guo BDL 46 11 0 17 Nov 2020
Gradient Episodic Memory with a Soft Constraint for Continual Learning Guannan Hu Wu Zhang Hu Ding Wenhao Zhu CLL 60 11 0 16 Nov 2020
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models Lijing Wang Dipanjan Ghosh Maria Teresa Gonzalez Diaz Ahmed K. Farahat M. Alam Chetan Gupta Jiangzhuo Chen Madhav Marathe 43 10 0 13 Nov 2020
A Deep Learning Approach to Predict Hamburg Rutting Curve H. Majidifard Behnam Jahangiri Punyaslok Rath A. Alavi W. Buttlar 17 24 0 12 Nov 2020
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu Hehui Zhang Yihan Lin Guoqi Li Meng Wang Ye Tang AI4TS 72 109 0 12 Nov 2020
Generalized Constraints as A New Mathematical Problem in Artificial Intelligence: A Review and Perspective Bao-Gang Hu Hanbing Qu AI4CE 105 1 0 12 Nov 2020
FAT: Training Neural Networks for Reliable Inference Under Hardware Faults Ussama Zahid Giulio Gambardella Nicholas J. Fraser Michaela Blott K. Vissers 49 45 0 11 Nov 2020
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation Takumi Aoki Shunsuke Kitada Hitoshi Iyatomi 55 2 0 09 Nov 2020
Two-Stream Appearance Transfer Network for Person Image Generation Chengkang Shen Peiyan Wang Wei Tang 3DH GAN 59 0 0 09 Nov 2020
Rethinking the Value of Transformer Components Wenxuan Wang Zhaopeng Tu 84 40 0 07 Nov 2020
A Greedy Algorithm for Quantizing Neural Networks Eric Lybrand Rayan Saab MQ 78 27 0 29 Oct 2020
The Volctrans Machine Translation System for WMT20 Liwei Wu Xiao Pan Zehui Lin Yaoming Zhu Mingxuan Wang Lei Li VLM 52 17 0 28 Oct 2020
It's All in the Name: A Character Based Approach To Infer Religion Rochana Chaturvedi Sugat Chaturvedi 65 23 0 27 Oct 2020
On Convergence and Generalization of Dropout Training Poorya Mianjy R. Arora 130 30 0 23 Oct 2020
Population Gradients improve performance across data-sets and architectures in object classification Yurika Sakai Andrey Kormilitzin Qiang Liu A. Nevado-Holgado ODL 6 0 0 23 Oct 2020
Attention Transfer Network for Aspect-level Sentiment Classification Fei Zhao Zhanghua Wu Xinyu Dai 56 19 0 23 Oct 2020
Knowledge Graph Embedding with Atrous Convolution and Residual Learning Feiliang Ren Jucheng Li Huihui Zhang Shilei Liu Bochao Li Ruicheng Ming Yujia Bai 106 36 0 23 Oct 2020
Token Drop mechanism for Neural Machine Translation Huaao Zhang Shigui Qiu Xiangyu Duan Min Zhang 56 14 0 21 Oct 2020
Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation Bowen Wang Liangzhi Li Yuta Nakashima R. Kawasaki Hajime Nagahara Y. Yagi 78 25 0 19 Oct 2020
Generating Diverse Translation from Model Distribution with Dropout Xuanfu Wu Yang Feng Chenze Shao 38 13 0 16 Oct 2020
Consumer Behaviour in Retail: Next Logical Purchase using Deep Neural Network Ankur Verma 21 6 0 14 Oct 2020
Modurec: Recommender Systems with Feature and Time Modulation Javier Maroto Clément Vignac P. Frossard 58 1 0 13 Oct 2020
Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization Jiyang Xie Zhanyu Ma and Jianjun Lei Guoqiang Zhang Jing-Hao Xue Zheng-Hua Tan Jun Guo BDL 26 46 0 11 Oct 2020
Prediction intervals for Deep Neural Networks Tullio Mancini Hector F. Calvo-Pardo Jose Olmo UQCV OOD 68 4 0 08 Oct 2020
Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation Omer Achrack Raizy Kellerman Ouriel Barzilay UQCV BDL 74 9 0 05 Oct 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 57 71 0 02 Oct 2020
Dual Attention Model for Citation Recommendation Yang Zhang Qiang Ma 28 14 0 01 Oct 2020
End-to-End Spoken Language Understanding Without Full Transcripts H. Kuo Zoltán Tüske Samuel Thomas Yinghui Huang Kartik Audhkhasi Brian Kingsbury Gakuto Kurata Zvi Kons R. Hoory Luis A. Lastras AuLLM 88 26 0 30 Sep 2020
CASTLE: Regularization via Auxiliary Causal Graph Discovery Trent Kyono Yao Zhang M. Schaar OOD CML 81 69 0 28 Sep 2020
Quantal synaptic dilution enhances sparse encoding and dropout regularisation in deep networks Gardave S. Bhumbra 33 0 0 28 Sep 2020
Abusive Language Detection and Characterization of Twitter Behavior Dincy Davis Reena Murali R. Babu 23 3 0 26 Sep 2020
Interpreting and Boosting Dropout from a Game-Theoretic View Hao Zhang Sen Li Yinchao Ma Mingjie Li Yichen Xie Quanshi Zhang FAtt AI4CE 92 48 0 24 Sep 2020
Role of Orthogonality Constraints in Improving Properties of Deep Networks for Image Classification Hongjun Choi Anirudh Som Pavan Turaga 54 8 0 22 Sep 2020
"When they say weed causes depression, but it's your fav antidepressant": Knowledge-aware Attention Framework for Relationship Extraction S. Yadav Usha Lokala Raminta Daniulaityte K. Thirunarayan Francois R. Lamy A. Sheth 36 17 0 21 Sep 2020
Conditional Image Generation with One-Vs-All Classifier Xiangrui Xu Yaqin Li Cao Yuan VLM GAN 42 12 0 18 Sep 2020
Pooling Methods in Deep Neural Networks, a Review Hossein Gholamalinezhad H. Khosravi 213 229 0 16 Sep 2020
Fused Deep Convolutional Neural Network for Precision Diagnosis of COVID-19 Using Chest X-Ray Images Hussin K. Ragb Ian T. Dover Reda Almahdi Ali Ali 19 4 0 15 Sep 2020
Machine Learning's Dropout Training is Distributionally Robust Optimal Jose H. Blanchet Yang Kang J. M. Olea Viet Anh Nguyen Xuhui Zhang OOD 17 9 0 13 Sep 2020
Orientation Keypoints for 6D Human Pose Estimation Martin Fisch R. Clark 3DH 75 11 0 10 Sep 2020
FLFE: A Communication-Efficient and Privacy-Preserving Federated Feature Engineering Framework Pei Fang Zhendong Cai Hui Chen Qingjiang Shi 48 5 0 05 Sep 2020
Accenture at CheckThat! 2020: If you say so: Post-hoc fact-checking of claims using transformer-based models Evan Williams Paul Rodrigues Valerie Novak 102 42 0 05 Sep 2020
LFGCN: Levitating over Graphs with Levy Flights Yuzhou Chen Yulia R. Gel Konstantin Avrachenkov 45 7 0 04 Sep 2020
Deep Learning Optimized Sparse Antenna Activation for Reconfigurable Intelligent Surface Assisted Communication Shun Zhang Shun Zhang Fei Gao Jianpeng Ma O. Dobre 31 88 0 03 Sep 2020
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers Deyuan Li Kate Candon Taesoo Daniel Lee Yofti Milkessa Nathan Tsoi AAML 28 3 0 02 Sep 2020
Zero-Shot Human-Object Interaction Recognition via Affordance Graphs Alessio Sarullo Tingting Mu 12 4 0 02 Sep 2020
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 138 1,160 0 30 Aug 2020