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Ngoc N. Tran

2 accepted papers

2023

Anti-DreamBooth: Protecting Users from Personalized Text-to-image Synthesis

ICCV 2023poster

Text-to-image diffusion models are nothing but a revolution, allowing anyone, even without design skills, to create realistic images from simple text inputs. With powerful personalization tools like DreamBooth, they can generate images of a specific person just by learning from his/her few reference…

Cited by 127PDFcodeScholar
2022

Stochastic Multiple Target Sampling Gradient Descent

NeurIPS 2022accept

Sampling from an unnormalized target distribution is an essential problem with many applications in probabilistic inference. Stein Variational Gradient Descent (SVGD) has been shown to be a powerful method that iteratively updates a set of particles to approximate the distribution of interest. Furth…