4 papers
FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-On
Johanna Karras, Yuanhao Wang, Yingwei Li +1
Given a person and a garment image, virtual try-on (VTO) aims to synthesize a realistic image of the person wearing the garment, while preserving their original pose and identity.…
HoloGarment: 360° Novel View Synthesis of In-the-Wild Garments
Johanna Karras, Yingwei Li, Yasamin Jafarian +1
Novel view synthesis (NVS) of in-the-wild garments is a challenging task due significant occlusions, complex human poses, and cloth deformations. Prior methods rely on synthetic 3D…
Perturb-and-Revise: Flexible 3D Editing with Generative Trajectories
Susung Hong, Johanna Karras, Ricardo Martin-Brualla +1
Recent advancements in text-based diffusion models have accelerated progress in 3D reconstruction and text-based 3D editing. Although existing 3D editing methods excel at modifying…
Fashion-VDM: Video Diffusion Model for Virtual Try-On
Johanna Karras, Yingwei Li, Nan Liu +5
We present Fashion-VDM, a video diffusion model (VDM) for generating virtual try-on videos. Given an input garment image and person video, our method aims to generate a high-qualit…