Search Results for author: Yuan Hao

Found 5 papers, 4 papers with code

Learning Disentangled Prompts for Compositional Image Synthesis

no code implementations1 Jun 2023 Kihyuk Sohn, Albert Shaw, Yuan Hao, Han Zhang, Luisa Polania, Huiwen Chang, Lu Jiang, Irfan Essa

We study domain-adaptive image synthesis, the problem of teaching pretrained image generative models a new style or concept from as few as one image to synthesize novel images, to better understand the compositional image synthesis.

Domain Adaptation Image Generation +1

Visual Prompt Tuning for Generative Transfer Learning

1 code implementation CVPR 2023 Kihyuk Sohn, Yuan Hao, José Lezama, Luisa Polania, Huiwen Chang, Han Zhang, Irfan Essa, Lu Jiang

We base our framework on state-of-the-art generative vision transformers that represent an image as a sequence of visual tokens to the autoregressive or non-autoregressive transformers.

Image Generation Transfer Learning +1

BLT: Bidirectional Layout Transformer for Controllable Layout Generation

1 code implementation9 Dec 2021 Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa

During inference, BLT first generates a draft layout from the input and then iteratively refines it into a high-quality layout by masking out low-confident attributes.

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