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
Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field Yining Huang Meilian Chen Keke Tang 55 3 0 14 Jun 2021
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition Meng Cui Wei Wang Jinjin Zhang Liang Wang 3DV 92 12 0 13 Jun 2021
Learning distinct features helps, provably Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj MLT 87 6 0 10 Jun 2021
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems Dingmin Wang Ziyao Chen Wanwei He Li Zhong Yunzhe Tao Min Yang 88 11 0 10 Jun 2021
CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih AI4CE 118 83 0 09 Jun 2021
What training reveals about neural network complexity Andreas Loukas Marinos Poiitis Stefanie Jegelka 67 11 0 08 Jun 2021
Neural Monge Map estimation and its applications JiaoJiao Fan Shu Liu Shaojun Ma Haomin Zhou Yongxin Chen OT 120 27 0 07 Jun 2021
Redundant representations help generalization in wide neural networks Diego Doimo Aldo Glielmo Sebastian Goldt Alessandro Laio AI4CE 79 9 0 07 Jun 2021
Regularization in ResNet with Stochastic Depth Soufiane Hayou Fadhel Ayed 60 10 0 06 Jun 2021
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued Regression Florian List UQCV 42 4 0 03 Jun 2021
Automatic Assessment of the Design Quality of Python Programs with Personalized Feedback J. Orr Nathaniel Russell 21 16 0 02 Jun 2021
A Multi-Level Attention Model for Evidence-Based Fact Checking Canasai Kruengkrai Junichi Yamagishi Xin Wang GNN 52 26 0 02 Jun 2021
Estimating air quality co-benefits of energy transition using machine learning Da Zhang Qingyi Wang Shaojie Song Simiao Chen Mingwei Li Lu Shen Siqi Zheng Bofeng Cai Shenhao Wang 29 0 0 29 May 2021
Deep-learning based Tools for Automated Protocol Definition of Advanced Diagnostic Imaging Exams A. Nencka M. Sherafati Timothy Goebel P. Tolat Kevin M. Koch 13 1 0 28 May 2021
Targeted Deep Learning: Framework, Methods, and Applications Shih-Ting Huang Johannes Lederer AAML OOD MedIm 37 1 0 28 May 2021
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach Jie Huang Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 13 5 0 27 May 2021
$Neural Network Training Using $\ell_1$-Regularization and Bi-fidelity Data$ Neural Network Training Using $\ell_1$ -Regularization and Bi-fidelity Data Subhayan De Alireza Doostan 71 25 0 27 May 2021
FINNger -- Applying artificial intelligence to ease math learning for children R. B. Audibert Vinicius Marinho Maschio 32 0 0 26 May 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 129 562 0 25 May 2021
Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation Xiao Sun B. Bahmani Nikolaos N. Vlassis WaiChing Sun Yanxun Xu CML AI4CE 116 26 0 20 May 2021
Bidirectional LSTM-CRF Attention-based Model for Chinese Word Segmentation Chen Jin Zhuangwei Shi Weihua Li Yanbu Guo 87 9 0 20 May 2021
Deep Correlation Analysis for Audio-EEG Decoding Jaswanth Reddy Katthi Sriram Ganapathy 31 21 0 18 May 2021
Itsy Bitsy SpiderNet: Fully Connected Residual Network for Fraud Detection S. Afanasiev A. Smirnova D. Kotereva 64 2 0 17 May 2021
Livewired Neural Networks: Making Neurons That Fire Together Wire Together Thomas Schumacher 70 4 0 17 May 2021
Home Action Genome: Cooperative Compositional Action Understanding Nishant Rai Haofeng Chen Jingwei Ji Rishi Desai Kazuki Kozuka Shun Ishizaka Ehsan Adeli Juan Carlos Niebles 43 77 0 11 May 2021
A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification Wenkai Liang Yan Wu Ming Li Peng Zhang Yi Cao Xin Hu 51 6 0 11 May 2021
The effects of regularisation on RNN models for time series forecasting: Covid-19 as an example Marcus Carpenter Chunbo Luo Xiao-si Wang AI4TS 15 1 0 09 May 2021
What Kinds of Functions do Deep Neural Networks Learn? Insights from Variational Spline Theory Rahul Parhi Robert D. Nowak MLT 128 71 0 07 May 2021
Point Cloud Audio Processing Krishna Subramani Paris Smaragdis 3DPC 47 4 0 06 May 2021
On the limit of English conversational speech recognition Zoltán Tüske G. Saon Brian Kingsbury 90 50 0 03 May 2021
Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development Simon Enni Ira Assent 24 3 0 03 May 2021
Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks Sohei Itahara Takayuki Nishio Koji Yamamoto 63 18 0 28 Apr 2021
Learning in Deep Neural Networks Using a Biologically Inspired Optimizer Giorgia Dellaferrera Stanisław Woźniak Giacomo Indiveri A. Pantazi E. Eleftheriou 53 2 0 23 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 137 1,272 0 22 Apr 2021
Learning Fine-grained Fact-Article Correspondence in Legal Cases Jidong Ge Yunyun Huang Xiaoyu Shen Chuanyi Li Wei Hu AILaw 116 29 0 21 Apr 2021
Development of a dynamic type 2 diabetes risk prediction tool: a UK Biobank study N. Dolezalova M. Cairo A. Despotovic A. Booth Angus B. Reed D. Morelli D. Plans 37 3 0 20 Apr 2021
Development of digitally obtainable 10-year risk scores for depression and anxiety in the general population D. Morelli N. Dolezalova S. Ponzo M. Colombo D. Plans 27 1 0 20 Apr 2021
Development of an accessible 10-year Digital CArdioVAscular (DiCAVA) risk assessment: a UK Biobank study N. Dolezalova Angus B. Reed A. Despotovic B. Obika D. Morelli M. Aral D. Plans 24 14 0 20 Apr 2021
A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It Trung D. Q. Dang Om Thakkar Swaroop Indra Ramaswamy Rajiv Mathews Peter Chin Franccoise Beaufays FedML 53 10 0 15 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 130 91 0 14 Apr 2021
Online and Offline Reinforcement Learning by Planning with a Learned Model Julian Schrittwieser Thomas Hubert Amol Mandhane M. Barekatain Ioannis Antonoglou David Silver OffRL 80 118 0 13 Apr 2021
Enhancing Scientific Papers Summarization with Citation Graph Chen An Ming Zhong Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 96 44 0 07 Apr 2021
Design and implementation of an environment for Learning to Run a Power Network (L2RPN) Marvin Lerousseau 69 6 0 06 Apr 2021
Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories Xitong Yang Haoqi Fan Lorenzo Torresani L. Davis Heng Wang VLM 84 21 0 02 Apr 2021
Back to Square One: Superhuman Performance in Chutes and Ladders Through Deep Neural Networks and Tree Search Dylan R. Ashley Anssi Kanervisto Brendan Bennett 70 2 0 01 Apr 2021
Parameterized Hypercomplex Graph Neural Networks for Graph Classification Tuan Le Marco Bertolini Frank Noé Djork-Arné Clevert 54 15 0 30 Mar 2021
Autocorrect in the Process of Translation -- Multi-task Learning Improves Dialogue Machine Translation Tao Wang Chengqi Zhao Mingxuan Wang Lei Li Deyi Xiong 58 13 0 30 Mar 2021
Prediction of Ultrasonic Guided Wave Propagation in Solid-fluid and their Interface under Uncertainty using Machine Learning Subhayan De B. Hai Alireza Doostan M. Bause 35 2 0 30 Mar 2021
Recent Advances in Large Margin Learning Yiwen Guo Changshui Zhang AAML AI4CE 121 13 0 25 Mar 2021
Progressive and Aligned Pose Attention Transfer for Person Image Generation Zhen Zhu Tengteng Huang Mengde Xu Baoguang Shi Wenqing Cheng X. Bai GAN 98 21 0 22 Mar 2021