LSTM: A Search Space Odyssey

13 March 2015

Papers citing "LSTM: A Search Space Odyssey"

50 / 323 papers shown

Title
Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems Victor Makarenkov Lior Rokach Bracha Shapira 18 35 0 08 Jan 2019
Performance of Three Slim Variants of The Long Short-Term Memory (LSTM) Layer Daniel Kent F. Salem 9 27 0 02 Jan 2019
Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning Ramin Hasibi Matin Shokri M. Dehghan 20 34 0 01 Jan 2019
Using Machine Learning for Handover Optimization in Vehicular Fog Computing Salman Memon Muthucumaru Maheswaran 16 37 0 18 Dec 2018
Code Failure Prediction and Pattern Extraction using LSTM Networks Mahdi Hajiaghayi E. Vahedi 32 24 0 13 Dec 2018
Sequential Variational Autoencoders for Collaborative Filtering Noveen Sachdeva Giuseppe Manco Ettore Ritacco Vikram Pudi BDL 18 102 0 25 Nov 2018
EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction Youru Li Zhenfeng Zhu Deqiang Kong Jinhyuk Lee Yao Zhao AI4TS 25 355 0 09 Nov 2018
Federated Learning for Mobile Keyboard Prediction Andrew Straiton Hard Kanishka Rao Zhifeng Lin Swaroop Indra Ramaswamy Youjie Li S. Augenstein A. Schwing M. Annavaram A. Avestimehr FedML 62 1,513 0 08 Nov 2018
On Evaluating the Generalization of LSTM Models in Formal Languages Mirac Suzgun Yonatan Belinkov Stuart M. Shieber AI4CE 11 41 0 02 Nov 2018
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks K. Chahal Manraj Singh Grover Kuntal Dey 3DH OOD 6 53 0 28 Oct 2018
Predicting the Semantic Textual Similarity with Siamese CNN and LSTM Elvys Linhares Pontes Stéphane Huet Andréa Carneiro Linhares Juan-Manuel Torres-Moreno 10 65 0 24 Oct 2018
Deep Learning Scooping Motion using Bilateral Teleoperations Hitoe Ochi Weiwei Wan Yajue Yang N. Yamanobe Jia Pan Kensuke Harada 17 14 0 24 Oct 2018
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations Alexander Ororbia A. Mali C. Lee Giles Daniel Kifer 24 63 0 17 Oct 2018
XJTLUIndoorLoc: A New Fingerprinting Database for Indoor Localization and Trajectory Estimation Based on Wi-Fi RSS and Geomagnetic Field Zhenghang Zhong Zhe Tang Xiangxi Li Tiancheng Yuan Yang Yang ... Naomi Grant Chongfeng Ling Xintao Huan Kyeong Soo Kim Sanghyuk Lee 13 18 0 17 Oct 2018
Collaborative Deep Learning Across Multiple Data Centers Kele Xu Haibo Mi Dawei Feng Huaimin Wang Chuan Chen Zibin Zheng Xu Lan FedML 119 18 0 16 Oct 2018
Trellis Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun 25 145 0 15 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 43 551 0 12 Oct 2018
Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery Lahiru Jayasinghe Tharaka Samarasinghe Chau Yuen Jenny Chen Ni Low S. Ge 16 64 0 12 Oct 2018
Deep Learning Approaches for Understanding Simple Speech Commands R. Solovyev Maxim Vakhrushev Alexander Radionov Vladimir Aliev Alexey A. Shvets VLM 22 31 0 04 Oct 2018
Batch-normalized Recurrent Highway Networks Chi Zhang Thang Nguyen Shagan Sah R. Ptucha A. Loui C. Salvaggio 19 8 0 26 Sep 2018
OxIOD: The Dataset for Deep Inertial Odometry Changhao Chen Peijun Zhao Chris Xiaoxuan Lu Wei Wang Andrew Markham A. Trigoni 29 79 0 20 Sep 2018
Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks Ramin M. Hasani Alexander Amini Mathias Lechner Felix Naser Radu Grosu Daniela Rus 28 25 0 11 Sep 2018
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network A. Sherstinsky 39 3,603 0 09 Aug 2018
Human Motion Analysis with Deep Metric Learning Huseyin Coskun D. Tan Sailesh Conjeti Nassir Navab Federico Tombari 11 49 0 30 Jul 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 24 116 0 21 Jul 2018
FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs Vladimir Rybalkin Alessandro Pappalardo M. M. Ghaffar Giulio Gambardella Norbert Wehn Michaela Blott 19 72 0 11 Jul 2018
Fake News Identification on Twitter with Hybrid CNN and RNN Models Oluwaseun Ajao Deepayan Bhowmik S. Zargari 20 276 0 29 Jun 2018
Slip Detection: Analysis and Calibration of Univariate Tactile Signals Karl Van Wyk J. Falco 24 15 0 27 Jun 2018
Persistent Hidden States and Nonlinear Transformation for Long Short-Term Memory Heeyoul Choi 24 12 0 22 Jun 2018
Detecting Cyberattacks in Industrial Control Systems Using Convolutional Neural Networks Moshe Kravchik A. Shabtai 31 273 0 21 Jun 2018
RUDDER: Return Decomposition for Delayed Rewards Jose A. Arjona-Medina Michael Gillhofer Michael Widrich Thomas Unterthiner Johannes Brandstetter Sepp Hochreiter 30 212 0 20 Jun 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Titouan Parcollet Wenjie Qu Mohamed Morchid C. Trabelsi G. Linarès R. Mori Yoshua Bengio 18 98 0 20 Jun 2018
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art Artur Jordão A. C. Nazaré Jessica Sena William Robson Schwartz 35 96 0 13 Jun 2018
Provably convergent acceleration in factored gradient descent with applications in matrix sensing Tayo Ajayi David Mildebrath Anastasios Kyrillidis Shashanka Ubaru Georgios Kollias K. Bouchard 18 1 0 01 Jun 2018
Implicit Language Model in LSTM for OCR Ekraam Sabir Stephen Rawls Premkumar Natarajan 12 35 0 23 May 2018
Echo: Compiler-based GPU Memory Footprint Reduction for LSTM RNN Training Bojian Zheng Abhishek Tiwari Nandita Vijaykumar Gennady Pekhimenko 27 44 0 22 May 2018
A Recurrent Convolutional Neural Network Approach for Sensorless Force Estimation in Robotic Surgery Arturo Marbán Vignesh Srinivasan Wojciech Samek Josep Fernández A. Casals 17 84 0 22 May 2018
Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 33 50 0 18 May 2018
Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery T. Stepleton Razvan Pascanu Will Dabney Siddhant M. Jayakumar Hubert Soyer Rémi Munos 16 4 0 13 May 2018
On the Practical Computational Power of Finite Precision RNNs for Language Recognition Gail Weiss Yoav Goldberg Eran Yahav 26 261 0 13 May 2018
Natural Language Statistical Features of LSTM-generated Texts Marco Lippi M. Montemurro M. Degli Esposti G. Cristadoro DeLMO 10 71 0 10 Apr 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Neural Network Architecture for Credibility Assessment of Textual Claims Nurendra Choudhary Rajat Singh Ishita Bindlish Manish Shrivastava 6 11 0 28 Mar 2018
From Nodes to Networks: Evolving Recurrent Neural Networks Aditya Rawal Risto Miikkulainen 15 53 0 12 Mar 2018
Sales forecasting using WaveNet within the framework of the Kaggle competition Glib Kechyn L. Yu Yangguang Zang Svyatoslav Kechyn 24 26 0 11 Mar 2018
DeepMoTIon: Learning to Navigate Like Humans Mahmoud Hamandi Mike DÁrcy Pooyan Fazli 12 23 0 09 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 42 4,724 0 04 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 874 0 03 Mar 2018
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing Somnath Basu Roy Chowdhury K. Annervaz Ambedkar Dukkipati 22 10 0 16 Feb 2018
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing K. Annervaz Somnath Basu Roy Chowdhury Ambedkar Dukkipati GNN 37 71 0 16 Feb 2018