Damian Borth

An Investigation of the Weight Space for Version Control of Neural Networks.

2020 · arXiv (Cornell University)

Deployed Deep Neural Networks (DNNs) are often trained further to improve in performance. This complicates the tracking of DNN model versions and the synchronization between already deployed models and upstream updates of the same architecture. …