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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}
}