Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1506.00019
Cited By
v1
v2
v3
v4 (latest)
A Critical Review of Recurrent Neural Networks for Sequence Learning
29 May 2015
Zachary Chase Lipton
John Berkowitz
Charles Elkan
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"A Critical Review of Recurrent Neural Networks for Sequence Learning"
50 / 271 papers shown
Title
RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping
Patrik Kenfack
Kamil Sabbagh
Adín Ramirez Rivera
A. Khan
66
13
0
13 Jul 2022
Improved two-stage hate speech classification for twitter based on Deep Neural Networks
Georgios K. Pitsilis
33
0
0
08 Jun 2022
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records
Hanyang Liu
Sunny S. Lou
Benjamin C. Warner
Derek Harford
Thomas Kannampallil
Chenyang Lu
LM&MA
HAI
72
11
0
24 May 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
Tianyi Zhou
3DH
AI4CE
120
51
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
115
51
0
01 May 2022
Content and Style Aware Generation of Text-line Images for Handwriting Recognition
Lei Kang
Pau Riba
Marçal Rusiñol
Alicia Fornés
M. Villegas
57
41
0
12 Apr 2022
Accurate Portraits of Scientific Resources and Knowledge Service Components
Yue Wang
Zhe Xue
Ang Li
31
0
0
11 Apr 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
57
13
0
08 Apr 2022
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks
Matteo Risso
Luca Bompani
Daniele Jahier Pagliari
Francesco Conti
Lorenzo Lamberti
Enrico Macii
Luca Benini
Massimo Poncino
48
10
0
28 Mar 2022
A Survey on Aspect-Based Sentiment Classification
Gianni Brauwers
Flavius Frasincar
LLMAG
102
120
0
27 Mar 2022
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches
M. Alissa
Kevin Sim
E. Hart
53
17
0
24 Mar 2022
Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases
Mingxiao Li
Yihong Tang
Wei-Ying Ma
GNN
AI4TS
80
10
0
08 Mar 2022
Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion
Dongxu Guo
Taylor Mordan
Alexandre Alahi
AI4TS
133
5
0
04 Mar 2022
Molecular Dynamics of Polymer-lipids in Solution from Supervised Machine Learning
James Andrews
Olga Gkountouna
Estela Blaisten-Barojas
AI4CE
43
0
0
01 Mar 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability
R. Qin
Tao Liu
89
64
0
07 Feb 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
96
41
0
21 Jan 2022
Personality Type Based on Myers-Briggs Type Indicator with Text Posting Style by using Traditional and Deep Learning
Sakdipat Ontoum
Jonathan H. Chan
46
19
0
21 Jan 2022
Knowledge Tracing: A Survey
Ghodai M. Abdelrahman
Qing Wang
B. Nunes
AI4Ed
121
218
0
08 Jan 2022
High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series
Yuyang Chen
Kaiming Bi
Chih-Hang Wu
D. Ben-Arieh
Ashesh Sinha
AI4CE
13
1
0
01 Jan 2022
Interference Suppression Using Deep Learning: Current Approaches and Open Challenges
T. Oyedare
Vijay K. Shah
D. Jakubisin
Jeffrey H. Reed
61
39
0
16 Dec 2021
Deep metric learning improves lab of origin prediction of genetically engineered plasmids
I. M. Soares
Fernando H. F. Camargo
Adriano Marques
Oliver M. Crook
14
0
0
24 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis
Kshitiz Aryal
Maanak Gupta
Mahmoud Abdelsalam
AAML
106
53
0
16 Nov 2021
NeuralPDE: Modelling Dynamical Systems from Data
Andrzej Dulny
Andreas Hotho
Anna Krause
AI4CE
57
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
89
6
0
22 Oct 2021
AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics
F. Yousefirizi
P. Decazes
Amine Amyar
S. Ruan
Babak Saboury
Arman Rahmim
LM&MA
MedIm
87
45
0
20 Oct 2021
On the difficulty of learning chaotic dynamics with RNNs
Jonas M. Mikhaeil
Zahra Monfared
Daniel Durstewitz
135
59
0
14 Oct 2021
Beam Search with Bidirectional Strategies for Neural Response Generation
Pierre Colombo
Chouchang Yang
Giovanna Varni
Chloé Clavel
201
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
52
12
0
24 Aug 2021
Credit Card Fraud Detection using Machine Learning: A Study
Pooja Tiwari
Simran Mehta
Nishtha Sakhuja
Jitendra Kumar
Ashutosh Kumar Singh
44
43
0
23 Aug 2021
Deep Sequence Modeling: Development and Applications in Asset Pricing
Lingbo Cong
Ke Tang
Jingyuan Wang
Yang Zhang
44
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
76
17
0
05 Aug 2021
Learning Nonlinear Waves in Plasmon-induced Transparency
Jia-Ming Cheng
Zhenhao Cen
Si-Liu Xu
8
2
0
31 Jul 2021
Identifying the fragment structure of the organic compounds by deeply learning the original NMR data
Chongcan Li
Yong Cong
Weihua Deng
18
0
0
25 Jul 2021
High-Speed CMOS-Free Purely Spintronic Asynchronous Recurrent Neural Network
Pranav O. Mathews
Christian B. Duffee
Abel Thayil
Ty E. Stovall
C. Bennett
...
M. Marinella
J. Incorvia
Naimul Hassan
Xuan Hu
Joseph S. Friedman
29
4
0
05 Jul 2021
Core Challenges in Embodied Vision-Language Planning
Jonathan M Francis
Nariaki Kitamura
Felix Labelle
Xiaopeng Lu
Ingrid Navarro
Jean Oh
LM&Ro
144
48
0
26 Jun 2021
Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets
David W. Zhang
Gertjan J. Burghouts
Cees G. M. Snoek
88
4
0
26 Jun 2021
Neural Networks for Dengue Prediction: A Systematic Review
Kirstin Roster
F. Rodrigues
55
7
0
22 Jun 2021
OadTR: Online Action Detection with Transformers
Xiang Wang
Shiwei Zhang
Zhiwu Qing
Yuanjie Shao
Zhe Zuo
Changxin Gao
Nong Sang
OffRL
ViT
103
117
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
102
2
0
03 Jun 2021
SPI: Automated Identification of Security Patches via Commits
Yaqin Zhou
J. Siow
Chenyu Wang
Shangqing Liu
Yang Liu
41
70
0
30 May 2021
Airflow-Inertial Odometry for Resilient State Estimation on Multirotors
Andrea Tagliabue
Jonathan P. How
33
7
0
27 May 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future
David Ahmedt-Aristizabal
M. Armin
Simon Denman
Clinton Fookes
L. Petersson
89
190
0
27 May 2021
Deep Learning-based Damage Mapping with InSAR Coherence Time Series
Oliver L. Stephenson
Tobias Köhne
Eric Zhan
Brent E. Cahill
S. Yun
Zachary E. Ross
M. Simons
74
28
0
24 May 2021
Music Generation using Three-layered LSTM
Vaishali Ingale
Anusha Mohan
Divit Adlakha
K. Kumar
Mohit Gupta
MGen
45
2
0
19 May 2021
Audio Captioning with Composition of Acoustic and Semantic Information
Aysegül Özkaya Eren
M. Sert
63
3
0
13 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey
Jinjie Ni
Tom Young
Vlad Pandelea
Fuzhao Xue
Min Zhang
225
280
0
10 May 2021
Multi-Perspective LSTM for Joint Visual Representation Learning
Alireza Sepas-Moghaddam
F. Pereira
P. Correia
Ali Etemad
75
10
0
06 May 2021
Anticipating synchronization with machine learning
Huawei Fan
Ling-Wei Kong
Y. Lai
Xingang Wang
61
55
0
13 Mar 2021
Facial emotion expressions in human-robot interaction: A survey
Niyati Rawal
R. Stock-Homburg
63
55
0
12 Mar 2021
Partial Differential Equations is All You Need for Generating Neural Architectures -- A Theory for Physical Artificial Intelligence Systems
Ping Guo
Kaizhu Huang
Zenglin Xu
AI4CE
21
3
0
10 Mar 2021
Previous
1
2
3
4
5
6
Next