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 / 106 papers shown

Title
PointExplainer: Towards Transparent Parkinson's Disease Diagnosis Xuechao Wang S. Nõmm Junqing Huang Kadri Medijainen A. Toomela Michael Ruzhansky AAML FAtt 23 0 0 04 May 2025
Quattro: Transformer-Accelerated Iterative Linear Quadratic Regulator Framework for Fast Trajectory Optimization Yue Wang Hoayu Wang Zhaoxing Li 46 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 30 1 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 52 0 0 27 Mar 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 S. Wang 48 0 0 05 Feb 2025
Community-Aware Temporal Walks: Parameter-Free Representation Learning on Continuous-Time Dynamic Graphs He Yu J. Liu 31 0 0 21 Jan 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 28 0 0 04 Oct 2024
Optimal starting point for time series forecasting Yiming Zhong Yinuo Ren Guangyao Cao Feng Li Haobo Qi AI4TS 36 1 0 25 Sep 2024
Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity Quincy Hershey Randy Paffenroth Harsh Nilesh Pathak Simon Tavener 61 1 0 01 Apr 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 40 20 0 02 Feb 2024
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 28 5 0 31 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 20 9 0 08 Oct 2023
Latent assimilation with implicit neural representations for unknown dynamics Zhuoyuan Li Bin Dong Pingwen Zhang AI4CE 22 3 0 18 Sep 2023
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting Shengsheng Lin Weiwei Lin Wentai Wu Feiyu Zhao Ruichao Mo Haotong Zhang AI4TS 23 51 0 22 Aug 2023
Automated Speaker Independent Visual Speech Recognition: A Comprehensive Survey Praneeth Nemani G. S. Krishna Kundrapu Supriya BDL 24 3 0 14 Jun 2023
TM-vector: A Novel Forecasting Approach for Market stock movement with a Rich Representation of Twitter and Market data Faraz Sasani Ramin Mousa Ali Karkehabadi Samin Dehbashi Ali Mohammadi AIFin 12 5 0 13 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 17 526 0 21 Feb 2023
SLCNN: Sentence-Level Convolutional Neural Network for Text Classification A. Jarrahi Ramin Mousa Leila Safari AILaw 10 2 0 27 Jan 2023
E(n)-equivariant Graph Neural Cellular Automata G. Gala Daniele Grattarola Erik Quaeghebeur GNN 40 3 0 25 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge Matteo Risso Alessio Burrello Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 22 33 0 24 Jan 2023
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers Khalil Damak Sami Khenissi O. Nasraoui BDL 21 7 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 18 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 17 4 0 29 Nov 2022
Lempel-Ziv Networks Rebecca Saul Mohammad Mahmudul Alam John Hurwitz Edward Raff Tim Oates James Holt 13 2 0 23 Nov 2022
An Interpretable Hybrid Predictive Model of COVID-19 Cases using Autoregressive Model and LSTM Yangyi Zhang Sui Tang Guo-Ding Yu 14 11 0 14 Nov 2022
Conformal Prediction for STL Runtime Verification Lars Lindemann Xin Qin Jyotirmoy V. Deshmukh George J. Pappas 18 44 0 03 Nov 2022
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation P. M. Kazaj MohammadHossein Koosheshi Alireza Shahedi A. V. Sadr SSeg 8 7 0 28 Oct 2022
Biological connectomes as a representation for the architecture of artificial neural networks Samuel Schmidgall Catherine D. Schuman Maryam Parsa 16 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 15 1 0 18 Sep 2022
Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq Naveed Akhtar Ganna Pogrebna Ajmal Saeed Mian ViT 19 44 0 13 Sep 2022
Tree-Based Learning in RNNs for Power Consumption Forecasting R. Baviera Pietro Manzoni AI4TS 19 0 0 03 Sep 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 Dinesh Manocha 3DH AI4CE 19 47 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 26 48 0 01 May 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 13 13 0 08 Apr 2022
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks Matteo Risso Alessio Burrello Daniele Jahier Pagliari Francesco Conti Lorenzo Lamberti Enrico Macii Luca Benini M. Poncino 21 10 0 28 Mar 2022
A Survey on Aspect-Based Sentiment Classification Gianni Brauwers Flavius Frasincar LLMAG 31 109 0 27 Mar 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 24 32 0 21 Jan 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 10 192 0 08 Jan 2022
NeuralPDE: Modelling Dynamical Systems from Data Andrzej Dulny Andreas Hotho Anna Krause AI4CE 22 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 14 6 0 22 Oct 2021
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 37 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 11 9 0 24 Aug 2021
Deep Sequence Modeling: Development and Applications in Asset Pricing Lingbo Cong Ke Tang Jingyuan Wang Yang Zhang 22 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 18 17 0 05 Aug 2021
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 67 0 15 Jul 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 39 45 0 26 Jun 2021
Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets David W. Zhang Gertjan J. Burghouts Cees G. M. Snoek 32 4 0 26 Jun 2021
OadTR: Online Action Detection with Transformers Xiang Wang Shiwei Zhang Zhiwu Qing Yuanjie Shao Zhe Zuo Changxin Gao Nong Sang OffRL ViT 32 109 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 21 2 0 03 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 267 0 10 May 2021