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"

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Title
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 M. Zeilinger Philipp Heer AI4CE 14 34 0 02 Mar 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 42 73 0 01 Jan 2021
Memory-Gated Recurrent Networks Yaquan Zhang Qi Wu Nanbo Peng Min Dai Jing Zhang Hu Wang BDL AI4TS 19 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 22 18 0 17 Nov 2020
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 15 32 0 22 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 24 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 6 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 8 12 0 20 Aug 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 35 17 0 13 Jul 2020
Deep Learning modeling of Limit Order Book: a comparative perspective Antonio Briola J. Turiel T. Aste 14 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 17 74 0 16 Jun 2020
A Survey of Machine Learning Methods and Challenges for Windows Malware Classification Edward Raff Charles K. Nicholas AAML 21 54 0 15 Jun 2020
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis Lazhar Khelifi M. Mignotte 18 259 0 10 Jun 2020
Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning Lama Alfaseeh R. Tu Bilal Farooq M. Hatzopoulou 11 46 0 16 Apr 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang X. Chu VLM AI4TS AI4CE 15 138 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 6 28 0 03 Feb 2020
Understanding and mitigating gradient pathologies in physics-informed neural networks Sifan Wang Yujun Teng P. Perdikaris AI4CE PINN 21 289 0 13 Jan 2020
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 31 205 0 16 Aug 2019
LSTM vs. GRU vs. Bidirectional RNN for script generation Sanidhya Mangal Poorva Joshi Rahul Modak 11 37 0 12 Aug 2019
LSTM Based Music Generation System Sanidhya Mangal Rahul Modak Poorva Joshi MGen 11 39 0 02 Aug 2019
Improving the Performance of the LSTM and HMM Model via Hybridization Larkin Liu Yu-Chung Lin Joshua Reid 14 9 0 09 Jul 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 14 150 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 24 584 0 30 Apr 2019
A review on Neural Turing Machine Soroor Malekmohamadi Faradonbe Faramarz Safi Esfahani AI4CE 14 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 16 281 0 27 Mar 2019
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation Jingwei Gan Pai Liu R. Chakrabarty GAN 6 0 0 13 Jan 2019
Deep Learning for Human Affect Recognition: Insights and New Developments Philipp V. Rouast M. Adam R. Chiong 24 167 0 09 Jan 2019
Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning Ramin Hasibi Matin Shokri M. Dehghan 18 34 0 01 Jan 2019
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework Shengdong Du Tianrui Li Yan Yang S. Horng AI4TS 17 312 0 12 Dec 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 41 12 0 10 Oct 2018
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3D Pedestrian Pose and Gait Prediction Xiaoxiao Du Ram Vasudevan Matthew Johnson-Roberson 3DH 17 64 0 11 Sep 2018
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network A. Sherstinsky 13 3,592 0 09 Aug 2018
Towards Machine Learning on data from Professional Cyclists Agrin Hilmkil Oscar Ivarsson Moa Johansson D. Kuylenstierna T. V. Erp 8 12 0 01 Aug 2018
LSTM-Based Zero-Velocity Detection for Robust Inertial Navigation Brandon Wagstaff Jonathan Kelly 22 105 0 13 Jul 2018
Detecting Cyberattacks in Industrial Control Systems Using Convolutional Neural Networks Moshe Kravchik A. Shabtai 17 273 0 21 Jun 2018
Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction Chun-Kit Yeung Zizheng Lin Kai Yang Dit-Yan Yeung 20 28 0 06 Jun 2018
Training LSTM Networks with Resistive Cross-Point Devices Tayfun Gokmen M. Rasch W. Haensch 6 45 0 01 Jun 2018
Low-Cost Recurrent Neural Network Expected Performance Evaluation Andrés Camero J. Toutouh Enrique Alba 16 20 0 18 May 2018
Personalized Dynamics Models for Adaptive Assistive Navigation Systems Eshed Ohn-Bar Kris M. Kitani Chieko Asakawa 19 29 0 11 Apr 2018
Deep Learning For Computer Vision Tasks: A review R. K. Sinha Ruchi Pandey R. Pattnaik VLM 14 57 0 11 Apr 2018
Seglearn: A Python Package for Learning Sequences and Time Series D. Burns C. Whyne AI4TS 14 33 0 21 Mar 2018
Sequence-Aware Recommender Systems Massimo Quadrana Paolo Cremonesi Dietmar Jannach 16 473 0 23 Feb 2018
A Machine Learning Approach for Virtual Flow Metering and Forecasting N. Andrianov AI4TS 13 49 0 15 Feb 2018
Multi-Objective De Novo Drug Design with Conditional Graph Generative Model Yibo Li L. Zhang Zhenming Liu 29 335 0 18 Jan 2018
Connecting Software Metrics across Versions to Predict Defects Yibin Liu Yanhui Li Jianbo Guo Yuming Zhou Baowen Xu 14 36 0 28 Dec 2017
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 39 640 0 10 Nov 2017
How deep learning works --The geometry of deep learning Xiao Dong Jiasong Wu Ling Zhou GNN 33 8 0 30 Oct 2017
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Mohamed I. Eldesouki Younes Samih Ahmed Abdelali Mohammed Attia Hamdy Mubarak Kareem Darwish Laura Kallmeyer 8 15 0 19 Aug 2017
General Backpropagation Algorithm for Training Second-order Neural Networks Fenglei Fan W. Cong Ge Wang 17 25 0 17 Aug 2017
DeepCCI: End-to-end Deep Learning for Chemical-Chemical Interaction Prediction Sunyoung Kwon Sungroh Yoon 9 52 0 27 Apr 2017