← Search

Jinwoo Shin*

2 accepted papers

2024

Adversarial Robustification via Text-to-Image Diffusion Models

ECCV 2024oral

"Adversarial robustness has been conventionally believed as a challenging property to encode for neural networks, requiring plenty of training data. In the recent paradigm of adopting off-the-shelf models, however, access to their training data is often infeasible or not practical, while most of suc…

2024

Improving Diffusion Models for Authentic Virtual Try-on in the Wild

ECCV 2024poster

"This paper considers image-based virtual try-on, which renders an image of a person wearing a curated garment, given a pair of images depicting the person and the garment, respectively. Previous works adapt existing exemplar-based inpainting diffusion models for virtual try-on to improve the natura…