In contrast to standard segmen- tation networks that are trained with a linear layer and a pixel-wise cross-entropy loss on top, we design our net- work ε such that ε(x) yields an embedding F ∈ RD×H·W consisting of embedding vectors fi ∈ RD...
Partialfed: Cross-domain personalized federated learning via partial initialization. Adv. Neural Inf. Process. Syst. 2021, 34, 23309–23320. [Google Scholar] Luo, J.; Wu, S. Adapt to adaptation: Learning personalization for cross-silo federated learning. In Proceedings of the Thirty-First ...
3.3. Dynamic Parameter Adaptation Characteristic The resistance to dynamic parameter changes is a significant dynamic characteristic of WPT systems. Due to no fixed physical connection for wireless coils, environmental disturbances will affect the relative position of the wireless coils to a certain extent...
As a result, the forced motion experiments can be utilized to enable free vibration studies using this paradigm. By further work and adaptation, the proposed methodology model can be used for future control development as well as energy harvesting applications....