LSTM: A Search Space Odyssey

13 March 2015

Papers citing "LSTM: A Search Space Odyssey"

50 / 330 papers shown

Title
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 17 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 4,731 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 40 71 0 16 Feb 2018
Long-term Multi-granularity Deep Framework for Driver Drowsiness Detection Jie Lyu Zejian Yuan Dapeng Chen CVBM 28 34 0 08 Jan 2018
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit Cameron Carlin L. Ho D. Ledbetter M. Aczon R. Wetzel LM&MA 20 11 0 18 Dec 2017
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 33 682 0 06 Dec 2017
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu Sihong Xie Lei Shu Philip S. Yu AAML 26 13 0 06 Dec 2017
Using LSTM Encoder-Decoder Algorithm for Detecting Anomalous ADS-B Messages Edan Habler A. Shabtai 32 103 0 28 Nov 2017
Accurate Real Time Localization Tracking in A Clinical Environment using Bluetooth Low Energy and Deep Learning Zohaib Iqbal Da Luo Peter Henry S. Kazemifar T. Rozario ... D. Nguyen T. Long Jing Wang H. Choy Steve B. Jiang 16 57 0 22 Nov 2017
Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security Hao Dong Chao Wu Zhen Wei Yike Guo 40 30 0 20 Nov 2017
E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks Franyell Silfa Gem Dot J. Arnau Antonio González 33 39 0 20 Nov 2017
Deep Rewiring: Training very sparse deep networks G. Bellec David Kappel Wolfgang Maass Robert Legenstein BDL 29 275 0 14 Nov 2017
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks Tolga Ergen Ali Hassan Mirza Suleyman Serdar Kozat AI4TS 27 249 0 25 Oct 2017
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 22 52 0 29 Sep 2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks Arun Venkatraman Nicholas Rhinehart Wen Sun Lerrel Pinto M. Hebert Byron Boots Kris Kitani J. Andrew Bagnell AI4CE 21 42 0 25 Sep 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization Huseyin Coskun F. Achilles R. DiPietro Nassir Navab Federico Tombari 30 162 0 06 Aug 2017
SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks Fan Zhang Chen Hu Q. Yin Wei Li Hengchao Li W. Hong 6 73 0 25 Jul 2017
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU Qingqing Cao Niranjan Balasubramanian A. Balasubramanian 26 61 0 03 Jun 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 45 137 0 25 May 2017
Black-Box Attacks against RNN based Malware Detection Algorithms Weiwei Hu Ying Tan 10 149 0 23 May 2017
Universal Dependencies Parsing for Colloquial Singaporean English Hongmin Wang Yue Zhang GuangYong Leonard Chan Jie Yang Hai Leong Chieu 19 28 0 18 May 2017
Re3 : Real-Time Recurrent Regression Networks for Visual Tracking of Generic Objects Daniel Gordon Ali Farhadi Dieter Fox VOT 21 48 0 17 May 2017
TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks Xiang Jiang E. N. Souza Ahmad Pesaranghader Baifan Hu D. Silver Stan Matwin 16 48 0 07 May 2017
Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks Thijs Kooi N. Karssemeijer 31 48 0 22 Mar 2017
Improving Interpretability of Deep Neural Networks with Semantic Information Yinpeng Dong Hang Su Jun Zhu Bo Zhang 27 122 0 12 Mar 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 35 516 0 11 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Perceiving and Reasoning About Liquids Using Fully Convolutional Networks Connor Schenck Dieter Fox 17 31 0 05 Mar 2017
Evolving Deep Neural Networks Risto Miikkulainen J. Liang Elliot Meyerson Aditya Rawal Daniel Fink ... B. Raju H. Shahrzad Arshak Navruzyan Nigel P. Duffy B. Hodjat 42 884 0 01 Mar 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 48 223 0 24 Feb 2017
Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective Ursula Challita Li Dong Walid Saad 32 49 0 22 Feb 2017
Recurrent Neural Networks for anomaly detection in the Post-Mortem time series of LHC superconducting magnets Maciej Wielgosz A. Skoczeń M. Mertik 26 9 0 02 Feb 2017
Deep Recurrent Neural Network for Protein Function Prediction from Sequence X. Liu 19 94 0 28 Jan 2017
Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks M. Aczon D. Ledbetter L. Ho A. Gunny A. Flynn J. Williams R. Wetzel 36 86 0 23 Jan 2017
Temporal Overdrive Recurrent Neural Network F. Bianchi Michael C. Kampffmeyer E. Maiorino Robert Jenssen AI4TS 29 9 0 18 Jan 2017
Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks Marwin H. S. Segler T. Kogej C. Tyrchan M. Waller 30 96 0 05 Jan 2017
On the Potential of Simple Framewise Approaches to Piano Transcription Rainer Kelz Matthias Dorfer Filip Korzeniowski Sebastian Böck A. Arzt Gerhard Widmer 35 124 0 15 Dec 2016
Real-time interactive sequence generation and control with Recurrent Neural Network ensembles Memo Akten M. Grierson 13 4 0 14 Dec 2016
Predicting Process Behaviour using Deep Learning Joerg Evermann Jana-Rebecca Rehse Peter Fettke 31 352 0 14 Dec 2016
Capacity and Trainability in Recurrent Neural Networks Jasmine Collins Jascha Narain Sohl-Dickstein David Sussillo 35 203 0 29 Nov 2016
Social Behavior Prediction from First Person Videos Shan Su J. Hong Jianbo Shi H. Park EgoV 34 12 0 29 Nov 2016
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing Shuochao Yao Shaohan Hu Yiran Zhao Aston Zhang Tarek Abdelzaher HAI AI4TS 30 617 0 07 Nov 2016
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification Jiacheng Xu Danlu Chen Xipeng Qiu Xuangjing Huang 26 155 0 17 Oct 2016
An Experimental Study of LSTM Encoder-Decoder Model for Text Simplification Tong Wang Ping Chen K. Amaral Jipeng Qiang 13 46 0 13 Sep 2016
KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm Han Xiao Minlie Huang Xiaoyan Zhu 34 6 0 27 Aug 2016
Collaborative Filtering with Recurrent Neural Networks Robin Devooght H. Bersini 24 88 0 26 Aug 2016
Modelling Student Behavior using Granular Large Scale Action Data from a MOOC Steven Tang Joshua C. Peterson Z. Pardos AI4Ed 14 19 0 16 Aug 2016