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
Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data Vikhyat Agrawal Sunil Vasu Kalmady Venkataseetharam Manoj Malipeddi Manisimha Manthena Weijie Sun Saiful Islam Abram Hindle Padma Kaul Russell Greiner FedML 27 5 0 26 Apr 2024
TEL'M: Test and Evaluation of Language Models G. Cybenko Joshua Ackerman Paul Lintilhac ALM ELM 40 0 0 16 Apr 2024
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning Yanjie Li Weijun Li Lina Yu Min Wu Jingyi Liu Wenqiang Li Meilan Hao Shu Wei Yusong Deng 40 2 0 09 Apr 2024
Exploring Autonomous Agents through the Lens of Large Language Models: A Review Saikat Barua LM&MA LLMAG 33 15 0 05 Apr 2024
Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity Quincy Hershey Randy Paffenroth Harsh Nilesh Pathak Simon Tavener 68 1 0 01 Apr 2024
Probabilistic World Modeling with Asymmetric Distance Measure Meng Song 33 0 0 16 Mar 2024
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference Krzysztof Kacprzyk Samuel Holt Jeroen Berrevoets Zhaozhi Qian M. Schaar 59 4 0 16 Mar 2024
Can Small Language Models be Good Reasoners for Sequential Recommendation? Yuling Wang Changxin Tian Binbin Hu Yanhua Yu Ziqi Liu Qing Cui Jun Zhou Liang Pang Xiao Wang LRM 48 24 0 07 Mar 2024
Machine Learning-Based Completions Sequencing for Well Performance Optimization Anjie Liu Jinglang W. Sun Anh Ngo A. O. Mabadeje Jose L. Hernandez-Mejia 22 0 0 23 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 35 10 0 17 Feb 2024
COVIDHealth: A Benchmark Twitter Dataset and Machine Learning based Web Application for Classifying COVID-19 Discussions M. Bishal Md. Rakibul Hassan Chowdory Anik Das Muhammad Ashad Kabir 24 2 0 15 Feb 2024
Designing deep neural networks for driver intention recognition Koen Vellenga H. Steinhauer Alexander Karlsson Göran Falkman A. Rhodin A. Koppisetty 11 1 0 07 Feb 2024
Encoding Temporal Statistical-space Priors via Augmented Representation Insu Choi Woosung Koh Gimin Kang Yuntae Jang Woo Chang Kim AI4TS 42 0 0 30 Jan 2024
RefreshNet: Learning Multiscale Dynamics through Hierarchical Refreshing Junaid Farooq Danish Rafiq Pantelis R. Vlachas M. A. Bazaz 29 0 0 24 Jan 2024
HgbNet: predicting hemoglobin level/anemia degree from EHR data Zhuo Zhi M. Elbadawi Adam Daneshmend Mine Orlu Abdul Basit Andreas Demosthenous Miguel R. D. Rodrigues 43 3 0 22 Jan 2024
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks Xihaier Luo Wei-ping Xu Yihui Ren Shinjae Yoo B. Nadiga 26 10 0 21 Jan 2024
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations Lei Li Jianxun Lian Xiao Zhou Xing Xie 32 2 0 12 Jan 2024
Generalized Lagrangian Neural Networks Shanshan Xiao Jiawei Zhang Yifa Tang PINN 19 1 0 08 Jan 2024
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI Taymaz Akan Sait Alp M. A. N. Bhuiyan MedIm 33 3 0 06 Jan 2024
Real-Time 2D Temperature Field Prediction in Metal Additive Manufacturing Using Physics-Informed Neural Networks Pouyan Sajadi M. Rahmani Dehaghani Yifan Tang G. G. Wang PINN AI4CE 29 0 0 04 Jan 2024
IoT in the Era of Generative AI: Vision and Challenges Xin Wang Zhongwei Wan Arvin Hekmati M. Zong Samiul Alam Mi Zhang Bhaskar Krishnamachari 32 15 0 03 Jan 2024
A quatum inspired neural network for geometric modeling Weitao Du Shengchao Liu Xuecang Zhang AI4CE 35 0 0 03 Jan 2024
Learning solutions to some toy constrained optimization problems in infinite dimensional Hilbert spaces Pinak Mandal 8 0 0 02 Jan 2024
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 43 18 0 27 Dec 2023
Forecasting Lithium-Ion Battery Longevity with Limited Data Availability: Benchmarking Different Machine Learning Algorithms Hudson Hilal Pramit Saha 8 0 0 10 Dec 2023
Annotating sleep states in children from wrist-worn accelerometer data using Machine Learning Ashwin Ram Sundar Sripada Shuvam Keshari Zizhe Jiang 6 1 0 09 Dec 2023
Object Recognition as Next Token Prediction Kaiyu Yue Borchun Chen Jonas Geiping Hengduo Li Tom Goldstein Ser-Nam Lim 40 9 0 04 Dec 2023
Large Language Models Meet Computer Vision: A Brief Survey Raby Hamadi LM&MA 29 4 0 28 Nov 2023
LLamol: A Dynamic Multi-Conditional Generative Transformer for De Novo Molecular Design Niklas Dobberstein Astrid Maass J. Hamaekers 31 5 0 24 Nov 2023
LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis Xuechao Wang Junqing Huang S. Nõmm Marianna Chatzakou Kadri Medijainen A. Toomela Michael Ruzhansky 15 6 0 20 Nov 2023
Real-Time Machine-Learning-Based Optimization Using Input Convex LSTM Zihao Wang Donghan Yu Zhe Wu 29 6 0 13 Nov 2023
A Systematic Review for Transformer-based Long-term Series Forecasting Liyilei Su Xumin Zuo Rui Li Xin Wang Heng Zhao Bingding Huang AI4TS 42 4 0 31 Oct 2023
Density Estimation for Entry Guidance Problems using Deep Learning Jens A. Rataczak Davide Amato Jay W. McMahon 19 2 0 30 Oct 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 41 10 0 30 Oct 2023
Citizen participation: crowd-sensed sustainable indoor location services Ioannis Nasios Konstantinos Vogklis A. Malhi Anastasia Vayona P. Chatziadam Vasilis Katos 11 0 0 25 Oct 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Weijie Xu Wenxiang Hu Fanyou Wu Srinivasan H. Sengamedu DiffM 30 13 0 23 Oct 2023
Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering Óscar Jiménez Rama Fernando Moreno-Pino David Ramírez Pablo Martínez Olmos AI4TS 11 2 0 18 Oct 2023
Generative Intrinsic Optimization: Intrinsic Control with Model Learning Jianfei Ma 18 0 0 12 Oct 2023
Probing Large Language Models from A Human Behavioral Perspective Xintong Wang Xiaoyu Li Xingshan Li Chris Biemann 51 5 0 08 Oct 2023
Stable and Interpretable Deep Learning for Tabular Data: Introducing InterpreTabNet with the Novel InterpreStability Metric Shiyun Wa Xinai Lu Minjuan Wang 29 1 0 04 Oct 2023
ECGNet: A generative adversarial network (GAN) approach to the synthesis of 12-lead ECG signals from single lead inputs Max Bagga Hyunbae Jeon Alex Issokson 17 2 0 23 Sep 2023
A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection Zahra Khalilzadeh Motahareh Kashanian S. Khaki Lizhi Wang 25 0 0 22 Sep 2023
Teacher-Student Reinforcement Learning for Mapless Navigation using a Planetary Space Rover Anton Bjorndahl Mortensen Emil Tribler Pedersen Laia Vives Benedicto Lionel Burg Mads Rossen Madsen Simon Boegh 25 0 0 22 Sep 2023
Correlation between morphological evolution of splashing drop and exerted impact force revealed by interpretation of explainable artificial intelligence Jingzu Yee Daichi Igarashi(五十嵐大地) Pradipto A. Yamanaka Yoshiyuki Tagawa(田川義之) 16 1 0 19 Sep 2023
HiT: Building Mapping with Hierarchical Transformers Mingming Zhang Qingjie Liu Yunhong Wang ViT 31 6 0 18 Sep 2023
A Health Monitoring System Based on Flexible Triboelectric Sensors for Intelligence Medical Internet of Things and its Applications in Virtual Reality Junqi Mao Puen Zhou Xiaoyao Wang Hongbo Yao Liuyang Liang Yiqiao Zhao Jiawei Zhang Dayan Ban Haiwu Zheng 14 50 0 13 Sep 2023
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation Siwei Zhang Yun Xiong Yao Zhang Xixi Wu Yiheng Sun Jiawei Zhang AI4TS 17 4 0 05 Sep 2023
Passing Heatmap Prediction Based on Transformer Model and Tracking Data Yisheng Pei Varuna De Silva Mike Caine 27 0 0 04 Sep 2023
Can humans help BERT gain "confidence"? P. Agrawal 11 0 0 31 Aug 2023
EnsembleFollower: A Hybrid Car-Following Framework Based On Reinforcement Learning and Hierarchical Planning Xu Han Xianda Chen Meixin Zhu Pinlong Cai Jianshan Zhou X. Chu 25 7 0 30 Aug 2023