Deep Learning in Neural Networks: An Overview

30 April 2014

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

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Title
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 26 103 0 12 Jun 2020
On Correctness of Automatic Differentiation for Non-Differentiable Functions Wonyeol Lee Hangyeol Yu Xavier Rival Hongseok Yang 33 40 0 12 Jun 2020
Rethinking Pre-training and Self-training Barret Zoph Golnaz Ghiasi Nayeon Lee Huayu Chen Hanxiao Liu E. D. Cubuk Quoc V. Le SSeg 48 646 0 11 Jun 2020
GAIT-prop: A biologically plausible learning rule derived from backpropagation of error Nasir Ahmad Marcel van Gerven L. Ambrogioni AAML 20 25 0 11 Jun 2020
A Tailored Convolutional Neural Network for Nonlinear Manifold Learning of Computational Physics Data using Unstructured Spatial Discretizations John Tencer Kevin Potter AI4CE 23 13 0 11 Jun 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 29 129 0 09 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 26 25 0 08 Jun 2020
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images D. Gil K. Díaz-Chito C. Sánchez A. Hernández-Sabaté 19 12 0 28 May 2020
An analysis on the use of autoencoders for representation learning: fundamentals, learning task case studies, explainability and challenges D. Charte F. Charte M. J. D. Jesus Francisco Herrera SSL OOD 27 51 0 21 May 2020
A Bayesian - Deep Learning model for estimating Covid-19 evolution in Spain S. Cabras 32 25 0 20 May 2020
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates Gengyan Zhao Fang Liu J. Oler M. Meyerand N. Kalin R. Birn 23 63 0 18 May 2020
Temperate Fish Detection and Classification: a Deep Learning based Approach Kristian Muri Knausgård Arne Wiklund T. K. Sørdalen K. Halvorsen Alf Ring Kleiven Lei Jiao Morten Goodwin 19 140 0 14 May 2020
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 23 155 0 10 May 2020
Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation Fabricio A. Breve C. Fischer 11 5 0 09 May 2020
Spiking Neural Networks Hardware Implementations and Challenges: a Survey Maxence Bouvier A. Valentian T. Mesquida F. Rummens M. Reyboz Elisa Vianello E. Beigné 58 113 0 04 May 2020
Lupulus: A Flexible Hardware Accelerator for Neural Networks Andreas Toftegaard Kristensen R. Giterman Alexios Balatsoukas-Stimming A. Burg 36 0 0 03 May 2020
A Perspective on Deep Learning for Molecular Modeling and Simulations Jun Zhang Yao-Kun Lei Zhen Zhang Junhan Chang Maodong Li Xu Han Lijiang Yang Yue Yang Y. Gao AI4CE 42 8 0 25 Apr 2020
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices Chunhua Deng Siyu Liao Yi Xie Keshab K. Parhi Xuehai Qian Bo Yuan 46 93 0 23 Apr 2020
Music Generation with Temporal Structure Augmentation S. Raja MGen 24 3 0 21 Apr 2020
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher Brian Kenji Iwana S. Uchida AI4TS 21 87 0 19 Apr 2020
Structure-preserving neural networks Quercus Hernandez Alberto Badías D. González Francisco Chinesta Elías Cueto PINN 22 70 0 09 Apr 2020
An Attention-Based Deep Learning Model for Multiple Pedestrian Attributes Recognition Ehsan Yaghoubi D. Borza João Neves Aruna Kumar Hugo Manuel Proença CVBM 22 18 0 02 Apr 2020
Deep Learning-Based Anomaly Detection in Cyber-Physical Systems: Progress and Opportunities Yuan Luo Ya Xiao Long Cheng Guojun Peng D. Yao 35 159 0 30 Mar 2020
Going in circles is the way forward: the role of recurrence in visual inference R. S. V. Bergen N. Kriegeskorte 17 82 0 26 Mar 2020
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis James Houston F. Glavin Michael G. Madden 16 40 0 26 Mar 2020
Symmetry & critical points for a model shallow neural network Yossi Arjevani M. Field 36 13 0 23 Mar 2020
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 51 82 0 17 Mar 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 8 123 0 16 Mar 2020
Improving the Backpropagation Algorithm with Consequentialism Weight Updates over Mini-Batches Naeem Paeedeh Kamaledin Ghiasi-Shirazi ODL 14 8 0 11 Mar 2020
On the Road with 16 Neurons: Mental Imagery with Bio-inspired Deep Neural Networks Alice Plebe M. Lio 17 2 0 09 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng S. Zafeiriou 29 59 0 08 Mar 2020
Two Decades of AI4NETS-AI/ML for Data Networks: Challenges & Research Directions P. Casas GNN 19 8 0 03 Mar 2020
An Outer-approximation Guided Optimization Approach for Constrained Neural Network Inverse Problems Myun-Seok Cheon 24 5 0 24 Feb 2020
Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor M. Safaryan Egor Shulgin Peter Richtárik 32 61 0 20 Feb 2020
Short-Term Traffic Flow Prediction Using Variational LSTM Networks Mehrdad Farahani Marzieh Farahani Mohammad Manthouri O. Kaynak AI4TS 6 7 0 18 Feb 2020
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows Kashif Rasul Abdul-Saboor Sheikh Ingmar Schuster Urs M. Bergmann Roland Vollgraf BDL AI4TS AI4CE 24 179 0 14 Feb 2020
Interleaved Sequence RNNs for Fraud Detection Bernardo Branco Pedro Abreu Ana Sofia Gomes Mariana S. C. Almeida João Tiago Ascensão P. Bizarro AI4TS 24 69 0 14 Feb 2020
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images Ying Da Wang Mehdi Shabaninejad R. Armstrong P. Mostaghimi 3DV 19 19 0 13 Feb 2020
Learning Multi-Agent Coordination through Connectivity-driven Communication E. Pesce Giovanni Montana 24 15 0 12 Feb 2020
Sperm Detection and Tracking in Phase-Contrast Microscopy Image Sequences using Deep Learning and Modified CSR-DCF Mohammad Reza Mohammadi Mohammad Rahimzadeh Abolfazl Attar 20 12 0 11 Feb 2020
Reservoir computing model of two-dimensional turbulent convection S. Pandey J. Schumacher 27 40 0 28 Jan 2020
Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks S. Ramanna Cenker Sengoz S. Kehler D. Pham 24 12 0 27 Jan 2020
Temporal Information Processing on Noisy Quantum Computers Jiayin Chen H. Nurdin N. Yamamoto 18 86 0 26 Jan 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition S. Raschka Benjamin Kaufman AI4CE 28 67 0 17 Jan 2020
On Random Matrices Arising in Deep Neural Networks. Gaussian Case L. Pastur 29 23 0 17 Jan 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey F. Sultana Abu Sufian P. Dutta SSeg 31 250 0 13 Jan 2020
A Unified Conversational Assistant Framework for Business Process Automation Sadhana Kumaravel Abhishek Bhandwalder S. Boag Tathagata Chakraborti Vatche Isahagian Y. Khazaeni Falk Pollock Merve Unuvar 30 25 0 07 Jan 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 815 0 31 Dec 2019
A Survey of Deep Learning Applications to Autonomous Vehicle Control Sampo Kuutti Richard Bowden Yaochu Jin P. Barber Saber Fallah 36 507 0 23 Dec 2019
Enhancing streamflow forecast and extracting insights using long-short term memory networks with data integration at continental scales D. Feng K. Fang Chaopeng Shen AI4TS 31 274 0 18 Dec 2019