Do We Really Need that Skip-Connection? Understanding Its Interplay with Task Complexity

Amith Kamath, Jonas Willmann, Nicolaus Andratschke, Mauricio Reyes 0001. Do We Really Need that Skip-Connection? Understanding Its Interplay with Task Complexity. In Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan 0001, Tanveer F. Syeda-Mahmood, Russell H. Taylor, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part IV. Volume 14223 of Lecture Notes in Computer Science, pages 302-311, Springer, 2023. [doi]

@inproceedings{KamathWAR23,
  title = {Do We Really Need that Skip-Connection? Understanding Its Interplay with Task Complexity},
  author = {Amith Kamath and Jonas Willmann and Nicolaus Andratschke and Mauricio Reyes 0001},
  year = {2023},
  doi = {10.1007/978-3-031-43901-8_29},
  url = {https://doi.org/10.1007/978-3-031-43901-8_29},
  researchr = {https://researchr.org/publication/KamathWAR23},
  cites = {0},
  citedby = {0},
  pages = {302-311},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part IV},
  editor = {Hayit Greenspan and Anant Madabhushi and Parvin Mousavi and Septimiu Salcudean and James Duncan 0001 and Tanveer F. Syeda-Mahmood and Russell H. Taylor},
  volume = {14223},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-43901-8},
}