H Peter Hofstee

Connecting Independently Trained Modes via Layer-Wise Connectivity

Empirical studies have shown that continuous low-loss paths can be constructed between independently trained neural network models. This phenomenon, known as mode connectivity, refers to the existence of such paths between distinct modes-i.e., well-trained solutions in parameter space. However, exis…