LSTM: A Search Space Odyssey

13 March 2015

Papers citing "LSTM: A Search Space Odyssey"

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Title
Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory Yupei Zhang X. Dai Zhen Tian Y. Lei Jacob F. Wynne P. Patel Yue Chen Tian Liu Xiaofeng Yang MedIm 37 11 0 14 Sep 2022
Review on Action Recognition for Accident Detection in Smart City Transportation Systems Victor A. Adewopo Nelly Elsayed Zag ElSayed Murat Ozer Ahmed Abdelgawad Magdy A. Bayoumi 42 41 0 20 Aug 2022
CP-PINNs: Data-Driven Changepoints Detection in PDEs Using Online Optimized Physics-Informed Neural Networks Zhi-Ling Dong Pawel Polak PINN 21 1 0 18 Aug 2022
Neural Networks for Scalar Input and Functional Output Sidi Wu Cédric Beaulac Jiguo Cao 12 6 0 10 Aug 2022
Advances in Prediction of Readmission Rates Using Long Term Short Term Memory Networks on Healthcare Insurance Data Shuja Khalid Francisco Matos A. Abunimer Joel Bartlett R. Duszak M. Horný J. Gichoya Imon Banerjee Hari M. Trivedi OOD 14 0 0 30 Jun 2022
Semi-Supervised Generative Adversarial Network for Stress Detection Using Partially Labeled Physiological Data Nibraas Khan Nilanjan Sarkar 8 7 0 30 Jun 2022
A Survey on Deep Learning based Channel Estimation in Doubly Dispersive Environments Abdul Karim Gizzini Marwa Chafii 16 29 0 05 Jun 2022
Entangled Residual Mappings Mathias Lechner Ramin Hasani Z. Babaiee Radu Grosu Daniela Rus T. Henzinger Sepp Hochreiter 14 5 0 02 Jun 2022
Ratatouille: A tool for Novel Recipe Generation Mansi Goel Pallab Chakraborty Vijay Ponnaganti Minnet Khan Sritanaya Tatipamala Aakanksha Saini Ganesh Bagler 21 7 0 10 May 2022
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes Peishan Cong Xinge Zhu Feng Qiao Yiming Ren Xidong Peng Yuenan Hou Lan Xu Ruigang Yang Tianyi Zhou Yuexin Ma 3DV 26 41 0 03 Apr 2022
Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning Gorka Abad Servio Paguada Oguzhan Ersoy S. Picek Víctor Julio Ramírez-Durán A. Urbieta FedML 29 6 0 16 Mar 2022
Block-Recurrent Transformers DeLesley S. Hutchins Imanol Schlag Yuhuai Wu Ethan Dyer Behnam Neyshabur 23 94 0 11 Mar 2022
Neural Forecasting of the Italian Sovereign Bond Market with Economic News Sergio Consoli L. Pezzoli Elisa Tosetti 16 4 0 11 Mar 2022
Human Silhouette and Skeleton Video Synthesis through Wi-Fi signals D. Avola Marco Cascio Luigi Cinque Alessio Fagioli G. Foresti 60 8 0 11 Mar 2022
Ensemble plasticity and network adaptability in SNNs Mahima Milinda Alwis Weerasinghe David Parry Grace I. Wang Jacqueline L. Whalley 24 2 0 11 Mar 2022
UDAAN: Machine Learning based Post-Editing tool for Document Translation Ayush Maheshwari A. Ravindran Venkatapathy Subramanian Ganesh Ramakrishnan 26 7 0 03 Mar 2022
Polyphonic pitch detection with convolutional recurrent neural networks Carl Thomé Sven Ahlback 25 8 0 04 Feb 2022
Deep Learning Approaches on Image Captioning: A Review Taraneh Ghandi H. Pourreza H. Mahyar VLM 27 89 0 31 Jan 2022
LiteLSTM Architecture for Deep Recurrent Neural Networks Nelly Elsayed Zag ElSayed Anthony Maida 40 5 0 27 Jan 2022
Long Short-Term Memory Neural Network for Financial Time Series Carmina Fjellström AI4TS AIFin 13 18 0 20 Jan 2022
Cross-Language Binary-Source Code Matching with Intermediate Representations Yi Gui Yao Wan Hongyu Zhang Huifang Huang Yulei Sui Guandong Xu Zhiyuan Shao Hai Jin 27 31 0 19 Jan 2022
DRF Codes: Deep SNR-Robust Feedback Codes Mahdi Boloursaz Mashhadi Deniz Gunduz A. Perotti B. Popović 27 10 0 22 Dec 2021
Graph-based Ensemble Machine Learning for Student Performance Prediction Yinkai Wang A. Ding Kaiyi Guan Shixi Wu Yuanqi Du 12 1 0 15 Dec 2021
Borrowing from Similar Code: A Deep Learning NLP-Based Approach for Log Statement Automation Sina Gholamian Paul A. S. Ward 17 3 0 02 Dec 2021
Empirical evaluation of shallow and deep learning classifiers for Arabic sentiment analysis Ali Bou Nassif A. Darya A. Elnagar 34 23 0 01 Dec 2021
Self-supervised Autoregressive Domain Adaptation for Time Series Data Mohamed Ragab Emadeldeen Eldele Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 32 49 0 29 Nov 2021
HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments Ji Liu Zhihua Wu Dianhai Yu Yanjun Ma Danlei Feng Minxu Zhang Xinxuan Wu Xuefeng Yao Dejing Dou 18 44 0 20 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 77 332 0 11 Nov 2021
Asynchronous Collaborative Localization by Integrating Spatiotemporal Graph Learning with Model-Based Estimation Peng Gao Brian Reily Rui Guo Hongsheng Lu Qingzhao Zhu Hao Zhang 52 5 0 05 Nov 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 19 44 0 20 Oct 2021
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 25 61 0 18 Oct 2021
An Activity Recognition Framework for Continuous Monitoring of Non-Steady-State Locomotion of Individuals with Parkinson's Disease M. Kazemimoghadam Nicholas P. Fey 29 6 0 08 Oct 2021
Deep Neural Networks and Tabular Data: A Survey V. Borisov Tobias Leemann Kathrin Seßler Johannes Haug Martin Pawelczyk Gjergji Kasneci LMTD 47 648 0 05 Oct 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 25 81 0 29 Sep 2021
PCNN: A physics-constrained neural network for multiphase flows Haoyang Zheng Ziyang Huang Guang Lin PINN 27 8 0 18 Sep 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 34 5 0 12 Aug 2021
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals Yu-xin Zhang Yiqiang Chen Jindong Wang Zhiwen Pan AI4TS 21 189 0 27 Jul 2021
Federated Learning Meets Natural Language Processing: A Survey Ming Liu Stella Ho Mengqi Wang Longxiang Gao Yuan Jin Heng Zhang FedML 30 67 0 27 Jul 2021
A comparison of LSTM and GRU networks for learning symbolic sequences Roberto Cahuantzi Xinye Chen S. Güttel 28 136 0 05 Jul 2021
RL-NCS: Reinforcement learning based data-driven approach for nonuniform compressed sensing Nazmul Karim Alireza Zaeemzadeh Nazanin Rahnavard 13 5 0 02 Jul 2021
Augmented Shortcuts for Vision Transformers Yehui Tang Kai Han Chang Xu An Xiao Yiping Deng Chao Xu Yunhe Wang ViT 19 39 0 30 Jun 2021
Evolving Hierarchical Memory-Prediction Machines in Multi-Task Reinforcement Learning Stephen Kelly Tatiana Voegerl W. Banzhaf C. Gondro 45 13 0 23 Jun 2021
Recurrent Neural Network from Adder's Perspective: Carry-lookahead RNN Haowei Jiang Fei-wei Qin Jin Cao Yong Peng Yanli Shao LRM ODL 16 42 0 22 Jun 2021
Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling Xiang Wang Zhiwu Qing Ziyuan Huang Yutong Feng Shiwei Zhang Jianwen Jiang Mingqian Tang Yuanjie Shao Nong Sang 29 4 0 20 Jun 2021
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time Shao-Wei Liu Hanwen Jiang Jiarui Xu Sifei Liu Xiaolong Wang 3DH 38 161 0 09 Jun 2021
The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves C. Donoso-Oliva Guillermo Cabrera-Vives P. Protopapas R. Carrasco-Davis P. Estévez 23 7 0 07 Jun 2021
ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans H. Zunair Aimon Rahman Nabeel Mohammed 33 6 0 26 May 2021
Structured Convolutional Kernel Networks for Airline Crew Scheduling Yassine Yaakoubi F. Soumis Simon Lacoste-Julien AI4TS 26 10 0 25 May 2021
Dual-side Sparse Tensor Core Yang-Feng Wang Chen Zhang Zhiqiang Xie Cong Guo Yunxin Liu Jingwen Leng 25 75 0 20 May 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 29 97 0 10 May 2021