Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network

9 August 2018

Papers citing "Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network"

50 / 327 papers shown

Title
Non-invasive hemodynamic analysis for aortic regurgitation using computational fluid dynamics and deep learning Derek Long Cameron McMurdo E. Ferdian C. Mauger David Marlevi Alistair A. Young Martyn Nash AI4CE 4 1 0 23 Nov 2021
Learning Non-Stationary Time-Series with Dynamic Pattern Extractions Xipei Wang Haoyu Zhang Yuanbo Zhang Meng Wang Jia-feng Song Tin Lai Matloob Khushi AI4TS 16 17 0 20 Nov 2021
IIITT@Dravidian-CodeMix-FIRE2021: Transliterate or translate? Sentiment analysis of code-mixed text in Dravidian languages Karthik Puranik B. Bharathi Senthil Kumar B 32 7 0 15 Nov 2021
Using Deep Learning Sequence Models to Identify SARS-CoV-2 Divergence Yanyi Ding Zhi-zhou Kuang Yuxin Pei J. Tan Ziyu Zhang J. Konan 14 0 0 12 Nov 2021
Model-assisted deep learning of rare extreme events from partial observations Anna Asch Ethan Brady Hugo Gallardo John Hood Bryan Chu M. Farazmand 24 13 0 04 Nov 2021
A Dynamical System Perspective for Lipschitz Neural Networks Laurent Meunier Blaise Delattre Alexandre Araujo A. Allauzen 37 53 0 25 Oct 2021
Bank transactions embeddings help to uncover current macroeconomics Maria Begicheva Alexey Zaytsev 16 4 0 14 Oct 2021
Predicting the spread of COVID-19 in Delhi, India using Deep Residual Recurrent Neural Networks S. Vadyala S. N. Betgeri 23 2 0 09 Oct 2021
PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series Futoon M. Abushaqra Hao Xue Yongli Ren Flora D. Salim AI4TS 35 3 0 30 Sep 2021
A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA Benjamin Lucas Behzad Vahedi M. Karimzadeh OOD 37 31 0 24 Sep 2021
Short-term traffic prediction using physics-aware neural networks M. Pereira Annika Lang Balázs Kulcsár 34 21 0 21 Sep 2021
A Comprehensive Review on Summarizing Financial News Using Deep Learning Saurabh Kamal Sahil Sharma AIFin 16 2 0 21 Sep 2021
Dynamic Gesture Recognition Jonas Bokstaller Costanza Maria Improta 11 0 0 20 Sep 2021
Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey Mehmet Bulut 21 5 0 18 Sep 2021
Comfetch: Federated Learning of Large Networks on Constrained Clients via Sketching Tahseen Rabbani Brandon Yushan Feng Marco Bornstein Kyle Rui Sang Yifan Yang Arjun Rajkumar A. Varshney Furong Huang FedML 59 2 0 17 Sep 2021
Deciphering Environmental Air Pollution with Large Scale City Data Mayukh Bhattacharyya Sayan Nag Udita Ghosh AI4CE 11 5 0 09 Sep 2021
Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals Madhurananda Pahar Igor Miranda A. Diacon T. Niesler 25 19 0 31 Aug 2021
Transfer-Recursive-Ensemble Learning for Multi-Day COVID-19 Prediction in India using Recurrent Neural Networks Debasrita Chakraborty Debayan Goswami Susmita K. Ghosh Ashish Ghosh Jonathan H. Chan 11 10 0 20 Aug 2021
Investigating transformers in the decomposition of polygonal shapes as point collections A. Alfieri Yancong Lin Jan van Gemert ViT 3DPC 13 2 0 17 Aug 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 27 135 0 29 Jul 2021
PKSpell: Data-Driven Pitch Spelling and Key Signature Estimation Francesco Foscarin Nicolas Audebert Raphaël Fournier-S’niehotta 17 11 0 27 Jul 2021
A Framework for Machine Learning of Model Error in Dynamical Systems Matthew E. Levine Andrew M. Stuart 27 67 0 14 Jul 2021
Deep Learning for Reduced Order Modelling and Efficient Temporal Evolution of Fluid Simulations Pranshu Pant Ruchi Doshi Pranav Bahl A. Farimani AI4CE 15 80 0 09 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 94 0 01 Jul 2021
Online learning of windmill time series using Long Short-term Cognitive Networks A. Hernández Gonzalo Nápoles A. Jastrzębska Yamisleydi Salgueiro K. Vanhoof AI4TS 11 4 0 01 Jul 2021
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model A. Sebastianelli A. Nowakowski Erika Puglisi M. P. D. Rosso J. Mifdal F. Pirri P. Mathieu Silvia Liberata Ullo 3DPC 21 2 0 23 Jun 2021
Topic Classification on Spoken Documents Using Deep Acoustic and Linguistic Features Tan Liu Wu Guo Bin Gu 17 5 0 16 Jun 2021
Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding Yang Li Si Si Gang Li Cho-Jui Hsieh Samy Bengio 19 86 0 05 Jun 2021
Learning Representation over Dynamic Graph using Aggregation-Diffusion Mechanism Mingyi Liu Zhiying Tu Xiaofei Xu Zhongjie Wang GNN DiffM 23 1 0 03 Jun 2021
Quantifying and Localizing Usable Information Leakage from Neural Network Gradients Fan Mo Anastasia Borovykh Mohammad Malekzadeh Soteris Demetriou Deniz Gündüz Hamed Haddadi FedML 21 3 0 28 May 2021
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction Pervaiz Iqbal Khan Imran Razzak Andreas Dengel Sheraz Ahmed 24 3 0 26 May 2021
Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model Yunhao Yang Zhaokun Xue 21 3 0 18 May 2021
Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application Abhijit Suresh Jennifer Jacobs Vivian Lai Chenhao Tan Wayne H. Ward James H. Martin T. Sumner 14 29 0 29 Apr 2021
CapillaryNet: An Automated System to Quantify Skin Capillary Density and Red Blood Cell Velocity from Handheld Vital Microscopy Maged Abdalla Helmy Abdou Anastasiya Dykky T. Truong Paulo Ferreira E. Jul 19 8 0 23 Apr 2021
Emergence of Lie symmetries in functional architectures learned by CNNs F. Bertoni Noemi Montobbio A. Sarti G. Citti 14 5 0 17 Apr 2021
On Analyzing Churn Prediction in Mobile Games Kihoon Jang Junwhan Kim Byunggu Yu 16 3 0 12 Apr 2021
Smart and Secure CAV Networks Empowered by AI-Enabled Blockchain: The Next Frontier for Intelligent Safe Driving Assessment Le Xia Yaohua Sun Rafiq Swash Lina S. Mohjazi Lei Zhang Muhammad Ali Imran 6 13 0 09 Apr 2021
Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air Satvik Garg Himanshu Jindal 14 14 0 07 Apr 2021
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data Bolu Oluwalade Sunil Neela J. Gichoya Tobiloba Adejumo S. Purkayastha HAI 23 26 0 28 Feb 2021
NBSearch: Semantic Search and Visual Exploration of Computational Notebooks Xingjun Li Yuanxin Wang Hong Wang Yang-Feng Wang Jian Zhao 11 21 0 02 Feb 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Damaged Fingerprint Recognition by Convolutional Long Short-Term Memory Networks for Forensic Purposes Jaouhar Fattahi M. Mejri 13 2 0 30 Dec 2020
Draw your Neural Networks Jatin Sharma Shobha Lata 14 0 0 12 Dec 2020
Privacy-Preserving Synthetic Smart Meters Data Ganesh Del Grosso Georg Pichler Pablo Piantanida 20 4 0 06 Dec 2020
A Survey on Deep Learning for Human Mobility Massimiliano Luca Gianni Barlacchi Bruno Lepri Luca Pappalardo HAI 18 207 0 04 Dec 2020
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings Madhurananda Pahar Marisa Klopper Robin Warren T. Niesler 38 237 0 02 Dec 2020
FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks Ali Abedi Shehroz S. Khan FedML 36 53 0 06 Nov 2020
Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments M. Praeger Yunhui Xie J. Grant-Jacob R. Eason B. Mills 22 11 0 05 Nov 2020
Improved Actor Relation Graph based Group Activity Recognition Zijian Kuang Xinran Tie 23 5 0 24 Oct 2020
Video Action Understanding Matthew Hutchinson V. Gadepally 38 20 0 13 Oct 2020