In Situ Training of Implicit Neural Compressors for Scientific Simulations via Sketch-Based Regularization
arXiv:2511.02659v3 Announce Type: replace
Abstract: Focusing on implicit neural representations, we present a novel in situ training protocol that employs limited memory buffers of full and sketched data samples, where the sketched data are leveraged …