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Selected Publications (view all )

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

Thuan Hoang Nguyen, Anh Tran

Conference on Computer Vision and Pattern Recognition (CVPR)

An image-free distillation method that transforms multi-step text-to-image diffusion models into one-step generators.

[Project Page] [Paper] [Code]

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

Thuan Hoang Nguyen, Anh Tran

Conference on Computer Vision and Pattern Recognition (CVPR)

An image-free distillation method that transforms multi-step text-to-image diffusion models into one-step generators.

[Project Page] [Paper] [Code]

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

Thanh Le*, Hao Phung*, Thuan Hoang Nguyen*, Quan Dao*, Anh Tran (* equal contribution)

International Conference on Computer Vision (ICCV)

A security booth safeguards your privacy against malicious threats of DreamBooth by preventing it from synthesizing photo-realistic images of you.

[Project Page] [Paper] [Code]

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

Thanh Le*, Hao Phung*, Thuan Hoang Nguyen*, Quan Dao*, Anh Tran (* equal contribution)

International Conference on Computer Vision (ICCV)

A security booth safeguards your privacy against malicious threats of DreamBooth by preventing it from synthesizing photo-realistic images of you.

[Project Page] [Paper] [Code]

Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis

Thuan Hoang Nguyen*, Thanh Le*, Anh Tran (* equal contribution)

Conference on Computer Vision and Pattern Recognition (CVPR)

An efficient and geometry-invariant generator for synthesizing high-resolution images without using spatial convolutions or a coarse-to-fine design.

[Project Page] [Paper] [Code]

Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis

Thuan Hoang Nguyen*, Thanh Le*, Anh Tran (* equal contribution)

Conference on Computer Vision and Pattern Recognition (CVPR)

An efficient and geometry-invariant generator for synthesizing high-resolution images without using spatial convolutions or a coarse-to-fine design.

[Project Page] [Paper] [Code]

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Selected Publications (view all )

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

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

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

Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis

Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis

Education

Experience