A Critical Review of Recurrent Neural Networks for Sequence Learning

29 May 2015

Papers citing "A Critical Review of Recurrent Neural Networks for Sequence Learning"

50 / 139 papers shown

Title
Credit Card Fraud Detection using Machine Learning: A Study Pooja Tiwari Simran Mehta Nishtha Sakhuja Jitendra Kumar Ashutosh Kumar Singh 8 43 0 23 Aug 2021
Deep Sequence Modeling: Development and Applications in Asset Pricing Lingbo Cong Ke Tang Jingyuan Wang Yang Zhang 24 15 0 20 Aug 2021
Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories Òscar Garibo i Orts M. Garcia-March J. A. Conejero 26 17 0 05 Aug 2021
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 67 0 15 Jul 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 47 45 0 26 Jun 2021
Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets David W. Zhang Gertjan J. Burghouts Cees G. M. Snoek 37 4 0 26 Jun 2021
OadTR: Online Action Detection with Transformers Xiang Wang Shiwei Zhang Zhiwu Qing Yuanjie Shao Zhe Zuo Changxin Gao Nong Sang OffRL ViT 34 109 0 21 Jun 2021
Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems Haitao Liu Changjun Liu Xiaomo Jiang Xudong Chen Shuhua Yang Xiaofang Wang BDL AI4TS 44 2 0 03 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments B. Svetozarevic C. Baumann S. Muntwiler L. Di Natale Melanie Zeilinger Philipp Heer AI4CE 14 34 0 02 Mar 2021
A microservice-based framework for exploring data selection in cross-building knowledge transfer Mouna Labiadh C. Obrecht Catarina Ferreira da Silva P. Ghodous 23 4 0 23 Feb 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 47 73 0 01 Jan 2021
Memory-Gated Recurrent Networks Yaquan Zhang Qi Wu Nanbo Peng Min Dai Jing Zhang Hu Wang BDL AI4TS 22 7 0 24 Dec 2020
Multi-frame Feature Aggregation for Real-time Instrument Segmentation in Endoscopic Video Shan Lin Fangbo Qin Haonan Peng Randall Bly K. Moe Blake Hannaford 29 18 0 17 Nov 2020
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 28 32 0 22 Oct 2020
TextMage: The Automated Bangla Caption Generator Based On Deep Learning Abrar Hasin Kamal Md Asifuzzaman Jishan N. Mansoor VLM 8 17 0 15 Oct 2020
Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach Rémi Eyraud Stéphane Ayache 24 16 0 28 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Leveraging Multi-level Dependency of Relational Sequences for Social Spammer Detection J. Yin Q. Li S. Liu Zhiang Wu Guandong Xu 10 17 0 14 Sep 2020
A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction Liyi Guo Rui Lu Haoqi Zhang Junqi Jin Zhenzhe Zheng ... Haiyang Xu Han Li Wen-kai Lu Jian Xu Kun Gai 18 12 0 20 Aug 2020
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 27 132 0 01 Aug 2020
Statistical Downscaling of Temperature Distributions from the Synoptic Scale to the Mesoscale Using Deep Convolutional Neural Networks T. Sekiyama AI4Cl 16 8 0 20 Jul 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 41 17 0 13 Jul 2020
Deep Learning modeling of Limit Order Book: a comparative perspective Antonio Briola J. Turiel T. Aste 26 24 0 12 Jul 2020
COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning Eivind Meyer Amalie Heiberg Adil Rasheed Omer San 35 74 0 16 Jun 2020
A Survey of Machine Learning Methods and Challenges for Windows Malware Classification Edward Raff Charles K. Nicholas AAML 29 54 0 15 Jun 2020
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis Lazhar Khelifi M. Mignotte 31 259 0 10 Jun 2020
Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging E. Azeraf E. Monfrini Emmanuel Vignon W. Pieczynski BDL 24 9 0 21 May 2020
Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning Lama Alfaseeh R. Tu Bilal Farooq M. Hatzopoulou 26 46 0 16 Apr 2020
Predicting rice blast disease: machine learning versus process based models D. Nettleton D. Katsantonis Argyris Kalaitzidis Natasa Sarafijanovic-Djukic Pau Puigdollers R. Confalonieri 11 46 0 03 Apr 2020
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis Mingxuan Yue Yaguang Li Haoze Yang Ritesh Ahuja Yao-Yi Chiang Cyrus Shahabi 13 32 0 03 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 22 138 0 18 Feb 2020
Scalable End-to-end Recurrent Neural Network for Variable star classification I. Becker K. Pichara M. Catelán P. Protopapas Carlos Aguirre Fatemeh Nikzat 23 28 0 03 Feb 2020
Understanding and mitigating gradient pathologies in physics-informed neural networks Sizhuang He Yujun Teng P. Perdikaris AI4CE PINN 35 291 0 13 Jan 2020
Neural Dynamics on Complex Networks Chengxi Zang Fei Wang AI4CE 35 68 0 18 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 34 205 0 16 Aug 2019
LSTM vs. GRU vs. Bidirectional RNN for script generation Sanidhya Mangal Poorva Joshi Rahul Modak 19 37 0 12 Aug 2019
LSTM Based Music Generation System Sanidhya Mangal Rahul Modak Poorva Joshi MGen 19 39 0 02 Aug 2019
Recurrent Neural Networks: An Embedded Computing Perspective Nesma M. Rezk M. Purnaprajna Tomas Nordstrom Z. Ul-Abdin 40 81 0 23 Jul 2019
Interpretable and Steerable Sequence Learning via Prototypes Yao Ming Panpan Xu Huamin Qu Liu Ren AI4TS 12 138 0 23 Jul 2019
Improving the Performance of the LSTM and HMM Model via Hybridization Larkin Liu Yu-Chung Lin Joshua Reid 22 9 0 09 Jul 2019
Classification of Crop Tolerance to Heat and Drought: A Deep Convolutional Neural Networks Approach S. Khaki Zahra Khalilzadeh Lizhi Wang 11 31 0 02 Jun 2019
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification Wen-Shuai Hu Hengchao Li Lei Pan Wei Li R. Tao Q. Du 27 150 0 09 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 586 0 30 Apr 2019
3G structure for image caption generation Aihong Yuan Xuelong Li Xiaoqiang Lu 21 34 0 21 Apr 2019
A review on Neural Turing Machine Soroor Malekmohamadi Faradonbe Faramarz Safi Esfahani AI4CE 24 6 0 10 Apr 2019
Recurrent Neural Networks For Accurate RSSI Indoor Localization Minh Tu Hoang Brosnan Yuen Xiaodai Dong Tao Lu Robert Westendorp K. Reddy 24 281 0 27 Mar 2019
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction Jinyin Chen Jian Zhang Xuanheng Xu Chenbo Fu Dan Zhang Qingpeng Zhang Qi Xuan 34 142 0 22 Feb 2019
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation Jingwei Gan Pai Liu R. Chakrabarty GAN 16 0 0 13 Jan 2019