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Zaiyu Huang

3 accepted papers

2023

GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning

CVPR 2023poster

Image-based Virtual Try-ON aims to transfer an in-shop garment onto a specific person. Existing methods employ a global warping module to model the anisotropic deformation for different garment parts, which fails to preserve the semantic information of different parts when receiving challenging inpu…

2022

Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence Learning

NeurIPS 2022accept

In this paper, we target image-based person-to-person virtual try-on in the presence of diverse poses and large viewpoint variations. Existing methods are restricted in this setting as they estimate garment warping flows mainly based on 2D poses and appearance, which omits the geometric prior of the…

2021

Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN

NeurIPS 2021poster

Image-based virtual try-on is one of the most promising applications of human-centric image generation due to its tremendous real-world potential. Yet, as most try-on approaches fit in-shop garments onto a target person, they require the laborious and restrictive construction of a paired training da…