An Empirical Study of Common Challenges in Developing Deep Learning Applications

Tianyi Zhang 0001, Cuiyun Gao, Lei Ma, Michael Lyu, Miryung Kim. An Empirical Study of Common Challenges in Developing Deep Learning Applications. In Katinka Wolter, Ina Schieferdecker, Barbara Gallina, Michel Cukier, Roberto Natella, Naghmeh Ivaki, Nuno Laranjeiro, editors, 30th IEEE International Symposium on Software Reliability Engineering, ISSRE 2019, Berlin, Germany, October 28-31, 2019. pages 104-115, IEEE, 2019. [doi]

@inproceedings{0001GMLK19,
  title = {An Empirical Study of Common Challenges in Developing Deep Learning Applications},
  author = {Tianyi Zhang 0001 and Cuiyun Gao and Lei Ma and Michael Lyu and Miryung Kim},
  year = {2019},
  doi = {10.1109/ISSRE.2019.00020},
  url = {https://doi.org/10.1109/ISSRE.2019.00020},
  researchr = {https://researchr.org/publication/0001GMLK19},
  cites = {0},
  citedby = {0},
  pages = {104-115},
  booktitle = {30th IEEE International Symposium on Software Reliability Engineering, ISSRE 2019, Berlin, Germany, October 28-31, 2019},
  editor = {Katinka Wolter and Ina Schieferdecker and Barbara Gallina and Michel Cukier and Roberto Natella and Naghmeh Ivaki and Nuno Laranjeiro},
  publisher = {IEEE},
  isbn = {978-1-7281-4982-0},
}