One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks

Atish Agarwala, Abhimanyu Das, Brendan Juba, Rina Panigrahy, Vatsal Sharan, Xin Wang, Qiuyi Zhang. One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks. In 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021. OpenReview.net, 2021. [doi]

@inproceedings{AgarwalaDJPSWZ21,
  title = {One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks},
  author = {Atish Agarwala and Abhimanyu Das and Brendan Juba and Rina Panigrahy and Vatsal Sharan and Xin Wang and Qiuyi Zhang},
  year = {2021},
  url = {https://openreview.net/forum?id=uz5uw6gM0m},
  researchr = {https://researchr.org/publication/AgarwalaDJPSWZ21},
  cites = {0},
  citedby = {0},
  booktitle = {9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021},
  publisher = {OpenReview.net},
}