Deep Learning in Neural Networks: An Overview

30 April 2014

Papers citing "Deep Learning in Neural Networks: An Overview"

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Title
Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions Shaashwat Agrawal Sagnik Sarkar Ons Aouedi Gokul Yenduri Kandaraj Piamrat S. Bhattacharya Praveen Kumar Reddy Maddikunta Thippa Reddy Gadekallu 25 233 0 16 Jun 2021
Estimating the Robustness of Public Transport Systems Using Machine Learning M. Müller-Hannemann Ralf Rückert Alexander Schiewe A. Schöbel OOD 13 3 0 10 Jun 2021
Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs Mohammad Malekzadeh Anastasia Borovykh Deniz Gündüz MIACV 26 42 0 25 May 2021
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks S. K. Roy Mercedes Eugenia Paoletti J. Haut S. Dubey Purushottam Kar A. Plaza B. B. Chaudhuri ODL 32 18 0 21 May 2021
An Integrated Deep Learning and Dynamic Programming Method for Predicting Tumor Suppressor Genes, Oncogenes, and Fusion from PDB Structures Nishanth Anandanadarajah Chee-Hung Henry Chu R. Loganantharaj 14 2 0 17 May 2021
Evolutionary Training and Abstraction Yields Algorithmic Generalization of Neural Computers Daniel Tanneberg Elmar Rueckert Jan Peters 38 6 0 17 May 2021
Coconut trees detection and segmentation in aerial imagery using mask region-based convolution neural network M. Iqbal Hazrat Ali Son N. Tran Talha Iqbal 20 42 0 10 May 2021
Deep learning of nanopore sensing signals using a bi-path network Dario Dematties Chenyu Wen M. Pérez Dian Zhou Shi-Li Zhang 16 16 0 08 May 2021
A Priori Generalization Error Analysis of Two-Layer Neural Networks for Solving High Dimensional Schrödinger Eigenvalue Problems Jianfeng Lu Yulong Lu 34 29 0 04 May 2021
Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development Simon Enni Ira Assent 19 3 0 03 May 2021
PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit Gonçalo Raposo P. Tomás Nuno Roma MQ 42 19 0 30 Apr 2021
Bridging observation, theory and numerical simulation of the ocean using Machine Learning Maike Sonnewald Redouane Lguensat Daniel C. Jones P. Dueben J. Brajard Venkatramani Balaji AI4Cl AI4CE 51 100 0 26 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Aedes-AI: Neural Network Models of Mosquito Abundance Adrienne C. Kinney Sean Current J. Lega 21 6 0 21 Apr 2021
Randomized Algorithms for Scientific Computing (RASC) A. Buluç T. Kolda Stefan M. Wild M. Anitescu Anthony Degennaro ... D. Vrabie B. Wohlberg Stephen J. Wright Chao Yang Peter Zwart AI4CE 45 10 0 19 Apr 2021
Ridge Regression Neural Network for Pediatric Bone Age Assessment Ibrahim Salim A. B. Hamza 19 25 0 15 Apr 2021
Escaping the Big Data Paradigm with Compact Transformers Ali Hassani Steven Walton Nikhil Shah Abulikemu Abuduweili Jiachen Li Humphrey Shi 79 462 0 12 Apr 2021
Machine learning and deep learning Christian Janiesch Patrick Zschech Kai Heinrich 26 1,170 0 12 Apr 2021
A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks C. Suarez-Ramirez M. González-Mendoza Leonardo Chang-Fernández Gilberto Ochoa-Ruiz M. Duran-Vega MQ 30 7 0 11 Apr 2021
Deep Features for training Support Vector Machine L. Nanni E. Luca Marco Ludovico Facin VLM 31 28 0 08 Apr 2021
Modeling the Nonsmoothness of Modern Neural Networks Runze Liu Chau-Wai Wong H. Dai FAtt 21 0 0 26 Mar 2021
Evaluation of deep learning models for multi-step ahead time series prediction Rohitash Chandra Shaurya Goyal Rishabh Gupta AI4TS 22 147 0 26 Mar 2021
An Experimental Review on Deep Learning Architectures for Time Series Forecasting Pedro Lara-Benítez Manuel Carranza-García José Cristóbal Riquelme Santos AI4TS 27 306 0 22 Mar 2021
A deep learning approach to data-driven model-free pricing and to martingale optimal transport Ariel Neufeld J. Sester 35 11 0 21 Mar 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 21 38 0 20 Mar 2021
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning Danny Weyns B. Schmerl M. Kishida A. Leva Marin Litoiu N. Ozay Colin Paterson Kenji Tei AI4CE 20 22 0 19 Mar 2021
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane dÁscoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun ViT 63 807 0 19 Mar 2021
Recent Advances on Neural Network Pruning at Initialization Huan Wang Can Qin Yue Bai Yulun Zhang Yun Fu CVBM 38 64 0 11 Mar 2021
A Deep Learning approach to Reduced Order Modelling of Parameter Dependent Partial Differential Equations N. R. Franco Andrea Manzoni P. Zunino 31 45 0 10 Mar 2021
Deep Learning for Android Malware Defenses: a Systematic Literature Review Yue Liu Chakkrit Tantithamthavorn Li Li Yepang Liu AAML 35 77 0 09 Mar 2021
Significance tests of feature relevance for a black-box learner Ben Dai Xiaotong Shen Wei Pan 24 26 0 02 Mar 2021
Delhi air quality prediction using LSTM deep learning models with a focus on COVID-19 lockdown A. Tiwari Rishabh Gupta Rohitash Chandra 24 30 0 21 Feb 2021
Applications of deep learning in traffic congestion detection, prediction and alleviation: A survey Nishant Kumar Martin Raubal AI4TS AI4CE 30 88 0 19 Feb 2021
Training Stacked Denoising Autoencoders for Representation Learning J. Liang Keith Kelly BDL 16 2 0 16 Feb 2021
What does LIME really see in images? Damien Garreau Dina Mardaoui FAtt 19 38 0 11 Feb 2021
DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues Juhyung Park W. Jung Eun-Jung Choi S. Oh Dongmyung Shin Hongjun An Jongho Lee 6 17 0 04 Feb 2021
An efficient optimization based microstructure reconstruction approach with multiple loss functions Anindya Bhaduri Ashwini Gupta Audrey Olivier L. Graham‐Brady 22 29 0 04 Feb 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 29 27 0 26 Jan 2021
Neural networks for Anatomical Therapeutic Chemical (ATC) classification L. Nanni A. Lumini S. Brahnam 11 6 0 22 Jan 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 39 342 0 22 Jan 2021
GLocalX -- From Local to Global Explanations of Black Box AI Models Mattia Setzu Riccardo Guidotti A. Monreale Franco Turini D. Pedreschi F. Giannotti 19 116 0 19 Jan 2021
Stacked LSTM Based Deep Recurrent Neural Network with Kalman Smoothing for Blood Glucose Prediction Md Fazle Rabby Yazhou Tu Md. Imran Hossen Insup Lee Anthony Maida X. Hei 32 114 0 18 Jan 2021
Scaling Up Bayesian Uncertainty Quantification for Inverse Problems using Deep Neural Networks Shiwei Lan Shuyi Li Babak Shahbaba UQCV BDL 30 16 0 11 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 40 2 0 04 Jan 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 32 7 0 03 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 28 115 0 02 Jan 2021
Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset G. Can Dario Mantegazza Gabriele Abbate S. Chappuis Alessandro Giusti 3DPC 21 48 0 23 Dec 2020
Neural Pruning via Growing Regularization Huan Wang Can Qin Yulun Zhang Y. Fu 37 144 0 16 Dec 2020
Deep Learning Approach for Matrix Completion Using Manifold Learning Saeid Mehrdad M. Kahaei 24 6 0 11 Dec 2020
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 65 293 0 10 Dec 2020