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A Critical Review of Recurrent Neural Networks for Sequence Learning
v1v2v3v4 (latest)

A Critical Review of Recurrent Neural Networks for Sequence Learning

29 May 2015
Zachary Chase Lipton
John Berkowitz
Charles Elkan
ArXiv (abs)PDFHTML

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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