8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Exploring Expert Specialization through Unsupervised Training in Sparse Mixture of Experts
Strahinja Nikolic, Ilker Oguz, Demetri Psaltis
Understanding the internal organization of neural networks remains a fundamental challenge in deep learning interpretability. We address this challenge by exploring a novel Sparse…
physics.optics2021★ 8 cited
MaxwellNet: Physics-driven deep neural network training based on Maxwell's equations
Joowon Lim, Demetri Psaltis
Maxwell's equations govern light propagation and its interaction with matter. Therefore, the solution of Maxwell's equations using computational electromagnetic simulations plays a…