A Century of Heartfelt Sentiment: 100th Anniversary Special Exhibition of the Taiwan Cultural Association
Exhibition Room D, National Museum of Taiwan Literature, Tainan, Taiwan
Deepfake video synthesis
Synthesized DeepFake video for historical figures of the Taiwan Cultural Association as part of a museum exhibition.
Typography Research Collection
Curator
A research collection at the intersection of typography, computer graphics, computer vision, and machine learning.
Awesome Generative AI for Photography
Curator
A curated list of research that integrates photographic principles, concepts, techniques, and domain knowledge into image and video generative models.
Font Design with Progressive Invariant GANs
Researcher
Introduced GLCM as an invariant in progressive growing VAE-GANs to embed fonts in latent space, modify glyphs, and improve training speed, convergence, and resolution.
- Honorable Mention, MOST Workshop on Generative Adversarial Networks and GAN Project Competition, 2017
Hanzi Typeface Research with Conditional Generative Adversarial Networks
Researcher
Used autoencoders and conditional GANs to embed fonts in latent space for Hanzi typeface exploration.
- Poster, Taiwan Society for Industrial and Applied Mathematics Annual Meeting, 2017
- Advisor: Prof. Yen-Lung Tsai
Relativistic Average GAN with Keras
Maintainer
A Keras implementation of relativistic average GANs.
Spectral Normalization for Keras
Maintainer
A Keras implementation of spectral normalization layers.