A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model

arXiv:2401.12433v2 Announce Type: replace
Abstract: This paper proposes a novel garment transfer method supervised with knowledge distillation from virtual try-on. Our method first reasons the transfer parsing to provide shape prior to downstream tasks. We employ a multi-phase teaching strategy to supervise the training of the transfer parsing reasoning model, learning the response and feature knowledge from the try-on parsing reasoning model. To correct the teaching error, it transfers the garment back to its owner to absorb the hard knowledge …

abstract arxiv cs.cv distillation knowledge novel paper parsing prior strategy tasks teaching training transfer type virtual virtual try-on