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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A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification Qing Wang Jun Du Siyuan Zheng Yunqing Li Yajian Wang ... Hu Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Yannan Wang Chin-Hui Lee 45 2 0 07 Mar 2022
Deep Learning Neural Networks for Emotion Classification from Text: Enhanced Leaky Rectified Linear Unit Activation and Weighted Loss Hui Yang Abeer Alsadoon P. Prasad Thair Al-Dala’in Tarik Ahmed Rashid Angelika Maag O. H. Alsadoon 51 7 0 04 Mar 2022
Molecular Dynamics of Polymer-lipids in Solution from Supervised Machine Learning James Andrews Olga Gkountouna Estela Blaisten-Barojas AI4CE 30 0 0 01 Mar 2022
A Bayesian Deep Learning Approach to Near-Term Climate Prediction Xihaier Luo Balasubramanya T. Nadiga Yihui Ren Ji Hwan Park Wei Xu Shinjae Yoo BDL AI4CE 63 12 0 23 Feb 2022
Explicit Regularization via Regularizer Mirror Descent Navid Azizan Sahin Lale B. Hassibi 32 4 0 22 Feb 2022
RDP-Net: Region Detail Preserving Network for Change Detection Hongji Chen Fangling Pu Rui Yang Ruipeng Tang Xin Xu 111 38 0 20 Feb 2022
Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? Beren Millidge Tommaso Salvatori Yuhang Song Rafal Bogacz Thomas Lukasiewicz AI4CE PINN 54 46 0 18 Feb 2022
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning Chuan Ma Jun Li Kang Wei Bo Liu Ming Ding Long Yuan Zhu Han H. Vincent Poor 100 48 0 18 Feb 2022
Out of Distribution Data Detection Using Dropout Bayesian Neural Networks A. Nguyen Fred Lu Gary Lopez Munoz Edward Raff Charles K. Nicholas James Holt UQCV 74 23 0 18 Feb 2022
BADDr: Bayes-Adaptive Deep Dropout RL for POMDPs Sammie Katt Hai V. Nguyen F. Oliehoek Chris Amato BDL OffRL 33 1 0 17 Feb 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization Brandon Trabucco Xinyang Geng Aviral Kumar Sergey Levine OffRL 97 102 0 17 Feb 2022
Chord-Conditioned Melody Harmonization with Controllable Harmonicity Shangda Wu Xiaobing Li Maosong Sun 59 8 0 17 Feb 2022
Reducing Overconfidence Predictions for Autonomous Driving Perception Gledson Melotti C. Premebida Jordan J. Bird Diego Resende Faria Nuno Gonccalves 74 7 0 16 Feb 2022
Improving the repeatability of deep learning models with Monte Carlo dropout A. Lemay K. Hoebel Christopher P. Bridge B. Befano Silvia De Sanjosé Diden Egemen A. Rodriguez M. Schiffman John Peter Campbell Jayashree Kalpathy-Cramer OOD 90 46 0 15 Feb 2022
Emotion Based Hate Speech Detection using Multimodal Learning Aneri Rana Sonali Jha 74 41 0 13 Feb 2022
Compute Trends Across Three Eras of Machine Learning J. Sevilla Lennart Heim A. Ho T. Besiroglu Marius Hobbhahn Pablo Villalobos 112 279 0 11 Feb 2022
DeepCENT: Prediction of Censored Event Time via Deep Learning Jong-Hyeon Jeong Yichen Jia 10 2 0 08 Feb 2022
Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls Farhad Maleki K. Ovens Rajiv Gupta C. Reinhold A. Spatz Reza Forghani 55 69 0 01 Feb 2022
Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass Giorgia Dellaferrera Gabriel Kreiman 80 56 0 27 Jan 2022
Weight Expansion: A New Perspective on Dropout and Generalization Gao Jin Xinping Yi Pengfei Yang Lijun Zhang S. Schewe Xiaowei Huang 85 5 0 23 Jan 2022
A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks Xiaoyu Ma S. Sardy N. Hengartner Nikolai Bobenko Yen Ting Lin 74 2 0 21 Jan 2022
A Stock Trading System for a Medium Volatile Asset using Multi Layer Perceptron Ivan Letteri G. D. Penna Giovanni De Gasperis Abeer Dyoub AIFin 49 6 0 17 Jan 2022
Fighting Money Laundering with Statistics and Machine Learning R. Jensen Alexandros Iosifidis 65 16 0 11 Jan 2022
Reconfigurable Intelligent Surface Enabled Spatial Multiplexing with Fully Convolutional Network Bile Peng Jan-Aike Termöhlen Cong Sun Danping He K. Guan Tim Fingscheidt Eduard Axel Jorswieck 13 3 0 08 Jan 2022
Separation of Scales and a Thermodynamic Description of Feature Learning in Some CNNs Inbar Seroussi Gadi Naveh Zohar Ringel 100 55 0 31 Dec 2021
Motif Graph Neural Network Xuexin Chen Ruichu Cai Yuan Fang Min-man Wu Zijian Li Zijian Li 70 22 0 30 Dec 2021
Reflash Dropout in Image Super-Resolution Xiangtao Kong Xina Liu Jinjin Gu Yu Qiao Chao Dong UQCV 92 59 0 22 Dec 2021
Precondition and Effect Reasoning for Action Recognition Hongsang Yoo Haopeng Li Qiuhong Ke Liangchen Liu Rui Zhang CML 90 4 0 19 Dec 2021
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better Sameer Bibikar H. Vikalo Zhangyang Wang Xiaohan Chen FedML 86 104 0 18 Dec 2021
Communication-oriented Model Fine-tuning for Packet-loss Resilient Distributed Inference under Highly Lossy IoT Networks Sohei Itahara Takayuki Nishio Yusuke Koda Koji Yamamoto 42 13 0 17 Dec 2021
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies: With Supplement Parikshit Ram Kaushik Sinha FedML 67 1 0 14 Dec 2021
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer Shiye Lei Zhuozhuo Tu Leszek Rutkowski Feng Zhou Li Shen Fengxiang He Dacheng Tao BDL 75 2 0 12 Dec 2021
Investigation of Training Label Error Impact on RNN-T I-Fan Chen Brian King J. Droppo 48 5 0 01 Dec 2021
Neuron with Steady Response Leads to Better Generalization Qiang Fu Lun Du Haitao Mao Xu Chen Wei Fang Shi Han Dongmei Zhang 40 5 0 30 Nov 2021
Improving random walk rankings with feature selection and imputation Ngoc M. Tran Yangxinyu Xie 43 1 0 29 Nov 2021
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements Franz Thaler Christian Payer Horst Bischof Darko Štern 49 5 0 26 Nov 2021
Quaternion-Based Graph Convolution Network for Recommendation Yaxing Fang Pengpeng Zhao Guanfeng Liu Yanchi Liu Victor S. Sheng Lei Zhao Xiaofang Zhou GNN 67 2 0 20 Nov 2021
CLMB: deep contrastive learning for robust metagenomic binning Pengfei Zhang Zhengyuan Jiang Yixuan Wang Yu Li 59 11 0 18 Nov 2021
Deep Network Approximation in Terms of Intrinsic Parameters Zuowei Shen Haizhao Yang Shijun Zhang 64 9 0 15 Nov 2021
Monte Carlo dropout increases model repeatability A. Lemay K. Hoebel Christopher P. Bridge D. Egemen A. Rodriguez M. Schiffman John Peter Campbell Jayashree Kalpathy-Cramer OOD 21 1 0 12 Nov 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions Huan Ma Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang Q. Hu EDL UQCV 131 44 0 11 Nov 2021
On Training Implicit Models Zhengyang Geng Xinyu Zhang Shaojie Bai Yisen Wang Zhouchen Lin 125 72 0 09 Nov 2021
Unsupervised detection and open-set classification of fast-ramped flexibility activation events Nils Müller C. Heinrich K. Heussen H. Bindner AI4CE 130 3 0 03 Nov 2021
Improving Classifier Training Efficiency for Automatic Cyberbullying Detection with Feature Density J. Eronen M. Ptaszynski Fumito Masui Aleksander Smywiński-Pohl Gniewosz Leliwa Michal Wroczynski 87 35 0 02 Nov 2021
Dropout in Training Neural Networks: Flatness of Solution and Noise Structure Zhongwang Zhang Hanxu Zhou Zhi-Qin John Xu ODL 63 2 0 01 Nov 2021
ST-ABN: Visual Explanation Taking into Account Spatio-temporal Information for Video Recognition Masahiro Mitsuhara Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 49 1 0 29 Oct 2021
How to boost autoencoders? S. Krishna Thulasi Tholeti Sheetal Kalyani 25 0 0 28 Oct 2021
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Young D. Kwon Jagmohan Chauhan Abhishek Kumar Pan Hui Cecilia Mascolo CLL HAI 66 33 0 25 Oct 2021
Which Model to Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks Giacomo Arcieri David Wölfle Eleni Chatzi OffRL 102 5 0 25 Oct 2021
Paradigm Shift in Language Modeling: Revisiting CNN for Modeling Sanskrit Originated Bengali and Hindi Language C. R. Rahman Md. Hasibur Rahman Mohammad Rafsan S. Zakir Mohammed Eunus Ali Rafsanjani Muhammod 25 1 0 25 Oct 2021