Search Results for author: Soon Yau Cheong

Found 3 papers, 3 papers with code

ViscoNet: Bridging and Harmonizing Visual and Textual Conditioning for ControlNet

1 code implementation5 Dec 2023 Soon Yau Cheong, Armin Mustafa, Andrew Gilbert

This paper introduces ViscoNet, a novel method that enhances text-to-image human generation models with visual prompting.

Image Generation Visual Prompting

UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose Transfer

1 code implementation18 Apr 2023 Soon Yau Cheong, Armin Mustafa, Andrew Gilbert

Text-to-image models (T2I) such as StableDiffusion have been used to generate high quality images of people.

 Ranked #1 on Pose Transfer on Deep-Fashion (FID metric)

Disentanglement Pose Transfer +2

KPE: Keypoint Pose Encoding for Transformer-based Image Generation

1 code implementation9 Mar 2022 Soon Yau Cheong, Armin Mustafa, Andrew Gilbert

Therefore we propose a new method; Keypoint Pose Encoding (KPE); KPE is 10 times more memory efficient and over 73% faster at generating high quality images from text input conditioned on the pose.

Image Generation

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