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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
RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping Patrik Kenfack Kamil Sabbagh Adín Ramirez Rivera A. Khan 66 13 0 13 Jul 2022
Improved two-stage hate speech classification for twitter based on Deep Neural Networks Georgios K. Pitsilis 33 0 0 08 Jun 2022
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records Hanyang Liu Sunny S. Lou Benjamin C. Warner Derek Harford Thomas Kannampallil Chenyang Lu LM&MA HAI 72 11 0 24 May 2022
Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks Xiaoyu Pan J. Mai Xinwei Jiang Dongxue Tang Jingxiang Li Tianjia Shao Kun Zhou Xiaogang Jin Tianyi Zhou 3DH AI4CE 120 51 0 03 May 2022
Thermodynamically Consistent Machine-Learned Internal State Variable Approach for Data-Driven Modeling of Path-Dependent Materials Xiaolong He Jiun-Shyan Chen AI4CE 115 51 0 01 May 2022
Content and Style Aware Generation of Text-line Images for Handwriting Recognition Lei Kang Pau Riba Marçal Rusiñol Alicia Fornés M. Villegas 57 41 0 12 Apr 2022
Accurate Portraits of Scientific Resources and Knowledge Service Components Yue Wang Zhe Xue Ang Li 31 0 0 11 Apr 2022
PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions Jiazhao Li Corey A. Lester Xinyan Zhao Yuting Ding Yun Jiang V. Vydiswaran MedIm 57 13 0 08 Apr 2022
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks Matteo Risso Luca Bompani Daniele Jahier Pagliari Francesco Conti Lorenzo Lamberti Enrico Macii Luca Benini Massimo Poncino 48 10 0 28 Mar 2022
A Survey on Aspect-Based Sentiment Classification Gianni Brauwers Flavius Frasincar LLMAG 102 120 0 27 Mar 2022
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches M. Alissa Kevin Sim E. Hart 53 17 0 24 Mar 2022
Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases Mingxiao Li Yihong Tang Wei-Ying Ma GNN AI4TS 80 10 0 08 Mar 2022
Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion Dongxu Guo Taylor Mordan Alexandre Alahi AI4TS 133 5 0 04 Mar 2022
Molecular Dynamics of Polymer-lipids in Solution from Supervised Machine Learning James Andrews Olga Gkountouna Estela Blaisten-Barojas AI4CE 43 0 0 01 Mar 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 89 64 0 07 Feb 2022
A Systematic Exploration of Reservoir Computing for Forecasting Complex Spatiotemporal Dynamics Jason A. Platt S. Penny T. A. Smith Tse-Chun Chen H. Abarbanel AI4TS 96 41 0 21 Jan 2022
Personality Type Based on Myers-Briggs Type Indicator with Text Posting Style by using Traditional and Deep Learning Sakdipat Ontoum Jonathan H. Chan 46 19 0 21 Jan 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 121 218 0 08 Jan 2022
High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series Yuyang Chen Kaiming Bi Chih-Hang Wu D. Ben-Arieh Ashesh Sinha AI4CE 13 1 0 01 Jan 2022
Interference Suppression Using Deep Learning: Current Approaches and Open Challenges T. Oyedare Vijay K. Shah D. Jakubisin Jeffrey H. Reed 61 39 0 16 Dec 2021
Deep metric learning improves lab of origin prediction of genetically engineered plasmids I. M. Soares Fernando H. F. Camargo Adriano Marques Oliver M. Crook 14 0 0 24 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 106 53 0 16 Nov 2021
NeuralPDE: Modelling Dynamical Systems from Data Andrzej Dulny Andreas Hotho Anna Krause AI4CE 57 11 0 15 Nov 2021
DeepAg: Deep Learning Approach for Measuring the Effects of Outlier Events on Agricultural Production and Policy Sai Gurrapu Fatemeh Jamshidi Pei Wang Md. Nazmul Kabir Sikder Nitish Gorentala Gopinath Munisamy 89 6 0 22 Oct 2021
AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics F. Yousefirizi P. Decazes Amine Amyar S. Ruan Babak Saboury Arman Rahmim LM&MA MedIm 87 45 0 20 Oct 2021
On the difficulty of learning chaotic dynamics with RNNs Jonas M. Mikhaeil Zahra Monfared Daniel Durstewitz 135 59 0 14 Oct 2021
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 201 13 0 07 Oct 2021
Energy time series forecasting-Analytical and empirical assessment of conventional and machine learning models Hala Hamdoun A. Sagheer Hassan A. Youness AI4TS 52 12 0 24 Aug 2021
Credit Card Fraud Detection using Machine Learning: A Study Pooja Tiwari Simran Mehta Nishtha Sakhuja Jitendra Kumar Ashutosh Kumar Singh 44 43 0 23 Aug 2021
Deep Sequence Modeling: Development and Applications in Asset Pricing Lingbo Cong Ke Tang Jingyuan Wang Yang Zhang 44 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 76 17 0 05 Aug 2021
Learning Nonlinear Waves in Plasmon-induced Transparency Jia-Ming Cheng Zhenhao Cen Si-Liu Xu 8 2 0 31 Jul 2021
Identifying the fragment structure of the organic compounds by deeply learning the original NMR data Chongcan Li Yong Cong Weihua Deng 18 0 0 25 Jul 2021
High-Speed CMOS-Free Purely Spintronic Asynchronous Recurrent Neural Network Pranav O. Mathews Christian B. Duffee Abel Thayil Ty E. Stovall C. Bennett ... M. Marinella J. Incorvia Naimul Hassan Xuan Hu Joseph S. Friedman 29 4 0 05 Jul 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 144 48 0 26 Jun 2021
Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets David W. Zhang Gertjan J. Burghouts Cees G. M. Snoek 88 4 0 26 Jun 2021
Neural Networks for Dengue Prediction: A Systematic Review Kirstin Roster F. Rodrigues 55 7 0 22 Jun 2021
OadTR: Online Action Detection with Transformers Xiang Wang Shiwei Zhang Zhiwu Qing Yuanjie Shao Zhe Zuo Changxin Gao Nong Sang OffRL ViT 103 117 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 102 2 0 03 Jun 2021
SPI: Automated Identification of Security Patches via Commits Yaqin Zhou J. Siow Chenyu Wang Shangqing Liu Yang Liu 41 70 0 30 May 2021
Airflow-Inertial Odometry for Resilient State Estimation on Multirotors Andrea Tagliabue Jonathan P. How 33 7 0 27 May 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 89 190 0 27 May 2021
Deep Learning-based Damage Mapping with InSAR Coherence Time Series Oliver L. Stephenson Tobias Köhne Eric Zhan Brent E. Cahill S. Yun Zachary E. Ross M. Simons 74 28 0 24 May 2021
Music Generation using Three-layered LSTM Vaishali Ingale Anusha Mohan Divit Adlakha K. Kumar Mohit Gupta MGen 45 2 0 19 May 2021
Audio Captioning with Composition of Acoustic and Semantic Information Aysegül Özkaya Eren M. Sert 63 3 0 13 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 225 280 0 10 May 2021
Multi-Perspective LSTM for Joint Visual Representation Learning Alireza Sepas-Moghaddam F. Pereira P. Correia Ali Etemad 75 10 0 06 May 2021
Anticipating synchronization with machine learning Huawei Fan Ling-Wei Kong Y. Lai Xingang Wang 61 55 0 13 Mar 2021
Facial emotion expressions in human-robot interaction: A survey Niyati Rawal R. Stock-Homburg 63 55 0 12 Mar 2021
Partial Differential Equations is All You Need for Generating Neural Architectures -- A Theory for Physical Artificial Intelligence Systems Ping Guo Kaizhu Huang Zenglin Xu AI4CE 21 3 0 10 Mar 2021