Preserving Subject-Clarity in Image Outpainting with Multiscale Wavelet Supervision
This work proposes a subject clarity outpainting framework that combines vision-language model (VLM)-guided semantic conditioning with multiscale wavelet supervision for subject-localized detail preservation and develops a subject-centric data curation pipeline that constructs subject-intersecting outpainting pairs fro...