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@inproceedings{DBLP:conf/delta2/AyoubS20, author = {Naeem Ayoub and Peter Schneider{-}Kamp}, editor = {Ana Fred and Kurosh Madani}, title = {Real-time On-board Detection of Components and Faults in an Autonomous {UAV} System for Power Line Inspection}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {68--75}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009826700680075}, doi = {10.5220/0009826700680075}, timestamp = {Tue, 13 Aug 2024 14:18:08 +0200}, biburl = {https://dblp.org/rec/conf/delta2/AyoubS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/ChenC20, author = {Pu Chen and Hung{-}Hsuan Chen}, editor = {Ana Fred and Kurosh Madani}, title = {Accelerating Matrix Factorization by Overparameterization}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {89--97}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009885600890097}, doi = {10.5220/0009885600890097}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/ChenC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/FerreiraLV20, author = {Bruno Georgevich Ferreira and Bruno Gabriel Cavalcante Lima and Tiago Figueiredo Vieira}, editor = {Ana Fred and Kurosh Madani}, title = {Visual Inspection of Collective Protection Equipment Conditions with Mobile Deep Learning Models}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {76--83}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009834600760083}, doi = {10.5220/0009834600760083}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/FerreiraLV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/KumnuntS20, author = {Boriharn Kumnunt and Ohm Sornil}, editor = {Ana Fred and Kurosh Madani}, title = {Detection of Depression in Thai Social Media Messages using Deep Learning}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {111--118}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009970501110118}, doi = {10.5220/0009970501110118}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/KumnuntS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/KurupathiMS20, author = {Sheela Raju Kurupathi and Pramod Murthy and Didier Stricker}, editor = {Ana Fred and Kurosh Madani}, title = {Generation of Human Images with Clothing using Advanced Conditional Generative Adversarial Networks}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {30--41}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009832200300041}, doi = {10.5220/0009832200300041}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/KurupathiMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/Lepetit20, author = {Vincent Lepetit}, editor = {Ana Fred and Kurosh Madani}, title = {3D Scene Understanding from a Single Image}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {7}, publisher = {ScitePress}, year = {2020}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/Lepetit20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/MertesMKGA20, author = {Silvan Mertes and Andreas Margraf and Christoph Kommer and Steffen Geinitz and Elisabeth Andr{\'{e}}}, editor = {Ana Fred and Kurosh Madani}, title = {Data Augmentation for Semantic Segmentation in the Context of Carbon Fiber Defect Detection using Adversarial Learning}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {59--67}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009823500590067}, doi = {10.5220/0009823500590067}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/MertesMKGA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/PanahiMM20, author = {Amir Hossein Panahi and Reza Askari Moghadam and Kurosh Madani}, editor = {Ana Fred and Kurosh Madani}, title = {Deep Learning Residual-like Convolutional Neural Networks for Optic Disc Segmentation in Medical Retinal Images}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {23--29}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009799100230029}, doi = {10.5220/0009799100230029}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/PanahiMM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/Radeva20, author = {Petia Radeva}, editor = {Ana Fred and Kurosh Madani}, title = {Uncertainty Modeling within an End-to-end Framework for Food Image Analysis}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {5}, publisher = {ScitePress}, year = {2020}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/Radeva20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/ReimanD20, author = {Derek Reiman and Yang Dai}, editor = {Ana Fred and Kurosh Madani}, title = {Using Conditional Generative Adversarial Networks to Boost the Performance of Machine Learning in Microbiome Datasets}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {103--110}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009892601030110}, doi = {10.5220/0009892601030110}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/ReimanD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/RiederGMS20, author = {Constantin Rieder and Markus Germann and Samuel Mezger and Klaus{-}Peter Scherer}, editor = {Ana Fred and Kurosh Madani}, title = {Technical Sound Event Classification Applying Recurrent and Convolutional Neural Networks}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {84--88}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009874400840088}, doi = {10.5220/0009874400840088}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/RiederGMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/ShirvanMM20, author = {Hadi Niknam Shirvan and Reza Askari Moghadam and Kurosh Madani}, editor = {Ana Fred and Kurosh Madani}, title = {Retinal Vessel Segmentation by Inception-like Convolutional Neural Networks}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {53--58}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009638100530058}, doi = {10.5220/0009638100530058}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/ShirvanMM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/UhlemannCK20, author = {Jason Uhlemann and Ois{\'{\i}}n Cawley and Thomais Kakouli{-}Duarte}, editor = {Ana Fred and Kurosh Madani}, title = {Nematode Identification using Artificial Neural Networks}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {13--22}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009776600130022}, doi = {10.5220/0009776600130022}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/UhlemannCK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/VitonEGD20, author = {Fabien Viton and Mahmoud Elbattah and Jean{-}Luc Gu{\'{e}}rin and Gilles Dequen}, editor = {Ana Fred and Kurosh Madani}, title = {Multi-channel ConvNet Approach to Predict the Risk of in-Hospital Mortality for {ICU} Patients}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {98--102}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009891900980102}, doi = {10.5220/0009891900980102}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/VitonEGD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delta2/YanY20, author = {Zhi{-}Chen Yan and Stephanie A. Yu}, editor = {Ana Fred and Kurosh Madani}, title = {Attention-based Text Recognition in the Wild}, booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, pages = {42--49}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0009970200420049}, doi = {10.5220/0009970200420049}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/YanY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/delta2/2020, editor = {Ana Fred and Kurosh Madani}, title = {Proceedings of the 1st International Conference on Deep Learning Theory and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10, 2020}, publisher = {ScitePress}, year = {2020}, url = {https://doi.org/10.5220/0000134200002777}, doi = {10.5220/0000134200002777}, isbn = {978-989-758-441-1}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delta2/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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