1D Convolutional Neural Networks and Applications: A Survey

9 May 2019

Papers citing "1D Convolutional Neural Networks and Applications: A Survey"

35 / 135 papers shown

Title
Streaming on-device detection of device directed speech from voice and touch-based invocation Ognjen Rudovic Akanksha Bindal Vineet Garg P. Simha Pranay Dighe S. Kajarekar 26 7 0 09 Oct 2021
Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication Elliu Huang Fabio Di Troia Mark Stamp AAML 16 5 0 03 Oct 2021
DeepGene Transformer: Transformer for the gene expression-based classification of cancer subtypes Anwar Khan Boreom Lee MedIm 14 16 0 26 Aug 2021
Convolutional Neural Networks Demystified: A Matched Filtering Perspective Based Tutorial Ljubisa Stankovic Danilo P. Mandic HAI 13 29 0 26 Aug 2021
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach Ljubisa Stankovic Danilo P. Mandic GNN 16 5 0 23 Aug 2021
Fully Homomorphically Encrypted Deep Learning as a Service George Onoufriou Paul Mayfield Georgios Leontidis FedML 8 19 0 26 Jul 2021
Multi-Scale Label Relation Learning for Multi-Label Classification Using 1-Dimensional Convolutional Neural Networks J. Kim Byungyoon Park Charmgil Hong 19 0 0 13 Jul 2021
Wireless Charging Power Side-Channel Attacks Alexander La Cour K. Afridi G. E. Suh AAML 11 30 0 26 May 2021
Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series Gabriel Michau Gaetan Frusque Olga Fink AI4TS 34 75 0 03 May 2021
Efficient and Generic 1D Dilated Convolution Layer for Deep Learning Narendra Chaudhary Sanchit Misra Dhiraj D. Kalamkar A. Heinecke E. Georganas Barukh Ziv Menachem Adelman Bharat Kaul 32 9 0 16 Apr 2021
Conv1D Energy-Aware Path Planner for Mobile Robots in Unstructured Environments Marco Visca Arthur Bouton R. Powell Yang Gao Saber Fallah 8 8 0 04 Apr 2021
Deconvolution-and-convolution Networks Yimin Yang Wandong Zhang Jonathan Wu Will Zhao Ao Chen 21 8 0 22 Mar 2021
Surface Topography Characterization Using a Simple Optical Device and Artificial Neural Networks Christoph Angermann Markus Haltmeier Christian Laubichler Steinbjörn Jónsson Matthias Schwab Adéla Moravová C. Kiesling M. Kober W. Fimml 23 7 0 15 Mar 2021
Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes Siddharth Nishtala Lovish Madaan Aditya Mate Harshavardhan Kamarthi Anirudh Grama ... Ramesh Padmanabhan Aparna Hegde Pradeep Varakantham Balaraman Ravindran Milind Tambe 11 9 0 07 Mar 2021
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things Yansong Gao Minki Kim Chandra Thapa Sharif Abuadbba Zhi-Li Zhang S. Çamtepe Hyoungshick Kim Surya Nepal 30 59 0 03 Mar 2021
Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning Giuseppe Ruggiero Enrico Zovato Luigi Di Caro V. Pollet DiffM 19 9 0 10 Feb 2021
An Autonomous Negotiating Agent Framework with Reinforcement Learning Based Strategies and Adaptive Strategy Switching Mechanism Ayan Sengupta Yasser F. O. Mohammad S. Nakadai 17 17 0 06 Feb 2021
Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of Machine Learning B. S. González R. Conceição M. Pimenta B. Tomé A. Guillén 12 10 0 28 Jan 2021
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network M. Zahid S. Kiranyaz T. Ince Ozer Can Devecioglu M. Chowdhury Amith Khandakar Anas Tahir Moncef Gabbouj OOD 26 55 0 29 Dec 2020
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Sang Michael Xie Ananya Kumar Robbie Jones Fereshte Khani Tengyu Ma Percy Liang OOD 174 62 0 08 Dec 2020
Towards Human Haptic Gesture Interpretation for Robotic Systems Elizabeth Bibit Bianchini Prateek Verma J. Salisbury 9 4 0 03 Dec 2020
Classification Of Sleep-Wake State In A Ballistocardiogram System Based On Deep Learning Nemath Ahmed Aashit Singh K. Srivyshnav Gulshan Kumar Gaurav Parchani Vibhor Saran MLAU 20 3 0 11 Nov 2020
Predictive Process Model Monitoring using Recurrent Neural Networks Johannes De Smedt Jochen De Weerdt 22 0 0 05 Nov 2020
Damage Detection in Bridge Structures: An Edge Computing Approach R. Verma K. K. Pattanaik P. Dissanayake A. J. Dammika H. Buddika M. Kaloop 6 9 0 15 Aug 2020
VPNet: Variable Projection Networks P. Kovács Gergő Bognár Christian Huber M. Huemer 22 26 0 28 Jun 2020
A deep convolutional neural network model for rapid prediction of fluvial flood inundation Syed Kabir S. Patidar X. Xia Q. Liang J. Neal G. Pender . AI4CE 6 1 0 20 Jun 2020
A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer Mohammad Mozaffari L. Tay 27 21 0 18 Jun 2020
Temporal clustering network for self-diagnosing faults from vibration measurements G. Zhang A. Singer N. Vlahopoulos 6 2 0 16 Jun 2020
Missed calls, Automated Calls and Health Support: Using AI to improve maternal health outcomes by increasing program engagement Siddharth Nishtala Harshavardhan Kamarthi D. Thakkar Dhyanesh Narayanan Anirudh Grama ... Ramesh Padmanabhan N. Madhiwalla S. Chaudhary Balaraman Ravindran Milind Tambe 4 16 0 13 Jun 2020
Careful analysis of XRD patterns with Attention Koichi Kano T. Segi H. Ozono 23 0 0 02 Jun 2020
Wind Speed Prediction and Visualization Using Long Short-Term Memory Networks (LSTM) Md. Amimul Ehsan A. Shahirinia N. Zhang T. Oladunni 9 18 0 22 May 2020
Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing Alan J. X. Guo Fei Zhu 21 1 0 01 Apr 2020
Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? Sharif Abuadbba Kyuyeon Kim Minki Kim Chandra Thapa S. Çamtepe Yansong Gao Hyoungshick Kim Surya Nepal FedML 8 122 0 16 Mar 2020
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks Yansong Gao Yeonjae Kim Bao Gia Doan Zhi-Li Zhang Gongxuan Zhang Surya Nepal Damith C. Ranasinghe Hyoungshick Kim AAML 15 85 0 23 Nov 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 282 13,373 0 25 Aug 2014