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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"

50 / 271 papers shown

Title
Ground Reaction Force Estimation via Time-aware Knowledge Distillation Eun Som Jeon Sinjini Mitra Jisoo Lee Omik M. Save Ankita Shukla Hyunglae Lee Pavan Turaga 122 0 0 12 Jun 2025
Sentiment Analysis in Learning Management Systems Understanding Student Feedback at Scale Mohammed Almutairi 14 0 0 05 Jun 2025
FlashForge: Ultra-Efficient Prefix-Aware Attention for LLM Decoding Zhibin Wang Rui Ning Chao Fang Zhonghui Zhang Xi Lin ... Rong Gu Kun Yang Guihai Chen Sheng Zhong Chen Tian 58 0 0 23 May 2025
HyMamba: Mamba with Hybrid Geometry-Feature Coupling for Efficient Point Cloud Classification Bin Liu Changbo Wang Xuelian Liu Guan Xi Guan Xi Mamba 84 0 0 16 May 2025
Quattro: Transformer-Accelerated Iterative Linear Quadratic Regulator Framework for Fast Trajectory Optimization Yue Wang Hoayu Wang Zhaoxing Li 137 0 0 02 Apr 2025
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 193 2 0 01 Apr 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 264 0 0 27 Mar 2025
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models Yuhao Zheng Chenghua Gong Rui Sun Juyuan Zhang Liming Pan Linyuan Lv 136 0 0 25 Feb 2025
RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning Minxiao Chen Haitao Yuan Nan Jiang Zhihan Zheng Sai Wu Ao Zhou Shuaiqiang Wang 217 0 0 05 Feb 2025
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series Forecasting Ignacio Aguilera-Martos Andrés Herrera-Poyatos Julián Luengo Francisco Herrera AI4TS 70 0 0 04 Oct 2024
Optimal starting point for time series forecasting Yiming Zhong Yinuo Ren Guangyao Cao Feng Li Haobo Qi AI4TS 127 1 0 25 Sep 2024
Spatiotemporal Observer Design for Predictive Learning of High-Dimensional Data Tongyi Liang Han-Xiong Li AI4TS 59 0 0 23 Feb 2024
Streaming Sequence Transduction through Dynamic Compression Weiting Tan Yunmo Chen Tongfei Chen Guanghui Qin Haoran Xu Heidi C. Zhang Benjamin Van Durme Philipp Koehn 169 2 0 02 Feb 2024
Low-Frequency Load Identification using CNN-BiLSTM Attention Mechanism Amanie Azzam Saba Sanami A. Aghdam 23 2 0 14 Nov 2023
How to Do Machine Learning with Small Data? -- A Review from an Industrial Perspective I. Kraljevski Yong Chul Ju Dmitrij Ivanov Constanze Tschope M. Wolff AI4CE 72 4 0 13 Nov 2023
Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction José Daniel Viqueira Daniel Faílde M. M. Juane Andrés Gómez David Mera 93 6 0 31 Oct 2023
A Systematic Review for Transformer-based Long-term Series Forecasting Liyilei Su Xumin Zuo Rui Li Xin Wang Heng Zhao Bingding Huang AI4TS 78 12 0 31 Oct 2023
Learning Successor Features with Distributed Hebbian Temporal Memory E. Dzhivelikian Petr Kuderov Aleksandr I. Panov 73 0 0 20 Oct 2023
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology Qingsong Xu Yilei Shi Jonathan Bamber Ye Tuo Ralf Ludwig Xiao Xiang Zhu AI4CE 143 10 0 08 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 72 2 0 07 Oct 2023
Improving Drumming Robot Via Attention Transformer Network Yang Yi Zonghan Li 59 0 0 04 Oct 2023
A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection Zahra Khalilzadeh Motahareh Kashanian S. Khaki Lizhi Wang 57 0 0 22 Sep 2023
AIoT-Based Drum Transcription Robot using Convolutional Neural Networks Yukun Su Yi Yang 43 1 0 29 Aug 2023
On the Relationship Between RNN Hidden State Vectors and Semantic Ground Truth Edi Muškardin Martin Tappler Ingo Pill B. Aichernig Thomas Pock 41 0 0 29 Jun 2023
Automated Speaker Independent Visual Speech Recognition: A Comprehensive Survey Praneeth Nemani G. S. Krishna Kundrapu Supriya BDL 62 3 0 14 Jun 2023
weighted CapsuleNet networks for Persian multi-domain sentiment analysis Mahboobe Sadat Kobari Nima Karimi Benyamin Pourhosseini Ramin Mousa 42 0 0 12 Jun 2023
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers Jing Xiao Leonie Basso Wolfgang Nejdl Niloy Ganguly Sandipan Sikdar AI4TS 67 4 0 11 May 2023
Towards a Neural Lambda Calculus: Neurosymbolic AI Applied to the Foundations of Functional Programming J. Flach Alvaro F. Moreira Luís C. Lamb NAI 45 1 0 18 Apr 2023
A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models Mohamed Hibat-Allah M. Mauri Juan Carrasquilla A. Perdomo-Ortiz 62 10 0 27 Mar 2023
ChatGPT: Jack of all trades, master of none Jan Kocoñ Igor Cichecki Oliwier Kaszyca Mateusz Kochanek Dominika Szydło ... Maciej Piasecki Lukasz Radliñski Konrad Wojtasik Stanislaw Wo'zniak Przemyslaw Kazienko AI4MH 172 558 0 21 Feb 2023
The autoregressive neural network architecture of the Boltzmann distribution of pairwise interacting spins systems I. Biazzo AI4CE 87 7 0 16 Feb 2023
Fourier-RNNs for Modelling Noisy Physics Data Vignesh Gopakumar Stanislas Pamela L. Zanisi AI4TS 64 2 0 13 Feb 2023
Reduced-Order Autodifferentiable Ensemble Kalman Filters Yuming Chen D. Sanz-Alonso Rebecca Willett 71 10 0 27 Jan 2023
SLCNN: Sentence-Level Convolutional Neural Network for Text Classification A. Jarrahi Ramin Mousa Leila Safari AILaw 77 2 0 27 Jan 2023
E(n)-equivariant Graph Neural Cellular Automata G. Gala Daniele Grattarola Erik Quaeghebeur GNN 96 3 0 25 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge Matteo Risso Luca Bompani Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii Massimo Poncino Daniele Jahier Pagliari 88 34 0 24 Jan 2023
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers Khalil Damak Sami Khenissi O. Nasraoui BDL 79 8 0 22 Jan 2023
Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement S. Imtiaz Fraol Batole Astha Singh Rangeet Pan Breno Dantas Cruz Hridesh Rajan 44 7 0 09 Dec 2022
Outfit Generation and Recommendation -- An Experimental Study Marjan Celikik Matthias Kirmse Timo I. Denk Pierre Gagliardi S. Mbarek Duy Pham Ana Peleteiro Ramallo 86 4 0 29 Nov 2022
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 161 15 0 19 Nov 2022
An Interpretable Hybrid Predictive Model of COVID-19 Cases using Autoregressive Model and LSTM Yangyi Zhang Sui Tang Guo-Ding Yu 63 13 0 14 Nov 2022
Conformal Prediction for STL Runtime Verification Lars Lindemann Xin Qin Jyotirmoy V. Deshmukh George J. Pappas 200 48 0 03 Nov 2022
Safe Planning in Dynamic Environments using Conformal Prediction Lars Lindemann Matthew Cleaveland Gihyun Shim George J. Pappas 190 125 0 19 Oct 2022
Biological connectomes as a representation for the architecture of artificial neural networks Samuel Schmidgall Catherine D. Schuman Maryam Parsa 73 2 0 28 Sep 2022
Comparative study of machine learning and deep learning methods on ASD classification R. Rimal Mitchell Brannon Yingxin Wang Xin Yang 36 1 0 18 Sep 2022
Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq Naveed Akhtar Ganna Pogrebna Ajmal Mian ViT 82 45 0 13 Sep 2022
Tree-Based Learning in RNNs for Power Consumption Forecasting R. Baviera Pietro Manzoni AI4TS 26 0 0 03 Sep 2022
Computational complexity reduction of deep neural networks Mee Seong Im Venkateswara Dasari 27 3 0 29 Jul 2022
Supplementing Recurrent Neural Network Wave Functions with Symmetry and Annealing to Improve Accuracy Mohamed Hibat-Allah R. Melko Juan Carrasquilla 44 19 0 28 Jul 2022
SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing Jianfei Yang Xinyan Chen Dazhuo Wang Han Zou Chris Xiaoxuan Lu S. Sun Lihua Xie 3DV 91 90 0 16 Jul 2022