Proceedings of the 1st International Conference on Deep Learning Theory and Applications
Latest Publications

TOTAL DOCUMENTS

13

(FIVE YEARS 13)

H-INDEX

1

(FIVE YEARS 1)

Published By SCITEPRESS - Science And Technology Publications

9789897584411

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Data Augmentation for Semantic Segmentation in the Context of Carbon Fiber Defect Detection using Adversarial Learning

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009823500590067 ◽

2020 ◽

Author(s):

Silvan Mertes ◽

Andreas Margraf ◽

Christoph Kommer ◽

Steffen Geinitz ◽

Elisabeth André

Keyword(s):

Carbon Fiber ◽

Defect Detection ◽

Data Augmentation ◽

Semantic Segmentation ◽

Adversarial Learning

Download Full-text

Multi-channel ConvNet Approach to Predict the Risk of in-Hospital Mortality for ICU Patients

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009891900980102 ◽

2020 ◽

Author(s):

Fabien Viton ◽

Mahmoud Elbattah ◽

Jean-Luc Guérin ◽

Gilles Dequen

Keyword(s):

Hospital Mortality ◽

Download Full-text

Accelerating Matrix Factorization by Overparameterization

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009885600890097 ◽

2020 ◽

Author(s):

Pu Chen ◽

Hung-Hsuan Chen

Keyword(s):

Matrix Factorization

Download Full-text

Using Conditional Generative Adversarial Networks to Boost the Performance of Machine Learning in Microbiome Datasets

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009892601030110 ◽

2020 ◽

Author(s):

Derek Reiman ◽

Yang Dai

Keyword(s):

Machine Learning ◽

Generative Adversarial Networks ◽

Adversarial Networks

Download Full-text

Attention-based Text Recognition in the Wild

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009970200420049 ◽

2020 ◽

Author(s):

Zhi-Chen Yan ◽

Stephanie Yu

Keyword(s):

Text Recognition ◽

Download Full-text

Generation of Human Images with Clothing using Advanced Conditional Generative Adversarial Networks

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009832200300041 ◽

2020 ◽

Author(s):

Sheela Kurupathi ◽

Pramod Murthy ◽

Didier Stricker

Keyword(s):

Generative Adversarial Networks ◽

Adversarial Networks

Download Full-text

Visual Inspection of Collective Protection Equipment Conditions with Mobile Deep Learning Models

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009834600760083 ◽

2020 ◽

Author(s):

Bruno Ferreira ◽

Bruno Lima ◽

Tiago Vieira

Keyword(s):

Deep Learning ◽

Visual Inspection ◽

Learning Models

Download Full-text

Retinal Vessel Segmentation by Inception-like Convolutional Neural Networks

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009638100530058 ◽

2020 ◽

Author(s):

Hadi Shirvan ◽

Reza Moghadam ◽

Kurosh Madani

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Retinal Vessel Segmentation

Download Full-text

Detection of Depression in Thai Social Media Messages using Deep Learning

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009970501110118 ◽

2020 ◽

Author(s):

Boriharn Kumnunt ◽

Ohm Sornil

Keyword(s):

Social Media ◽

Deep Learning ◽

Media Messages ◽

Detection Of Depression

Download Full-text

Nematode Identification using Artificial Neural Networks

Proceedings of the 1st International Conference on Deep Learning Theory and Applications ◽

10.5220/0009776600130022 ◽

2020 ◽

Author(s):

Jason Uhlemann ◽

Oisin Cawley ◽

Thomais Kakouli-Duarte

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Artificial Neural

Download Full-text