I am a Ph.D. student at Purdue ECE, advised by Prof. Inouye. I have earned my M.S. degree in CSE at Korea University, advised by Prof. Jaegul Choo. My research interest lies in Generative Models and their applications. I received B.A. in the department of Film, Television and Multimedia at Sungkyunkwan University in Korea.
Working Papers
Text Cannot Describe Everything in an Image: Domain-Specific Attributes (Att) Adapter Augmenting Pretrained T2I Diffusion Modelss
Wonwoong Cho, Y. Chen, M. Klenk, D. Inouye, Y. Zhang,
(Under review, draft available upon request)Causally Motivated Diffusion Sampling Frameworks for Harnessing Contextual Bias
Wonwoong Cho, Raymond A. Yeh, David I. Inouye
(Under review, draft available upon request)
Publications
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods
[paper]
Wonwoong Cho, Hareesh Ravi, Midhun Harikumar, Vinh Khuc, Krishna K. Singh, Cynthia Lu, David I. Inouye, Ajinkya Kale
ECCV’24Cooperative Distribution Alignment via JSD Upper Bound
[paper]
Wonwoong Cho*, Ziyu Gong*, David I. Inouye
Neurips’22 (* equal contributions)Why be adversarial? Let’s cooperate!: Cooperative Dataset Alignment via JSD Upper Bound
[paper]
Wonwoong Cho*, Ziyu Gong*, David I. Inouye
ICML’21 Workshop INNF+ (spotlight talk)Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation
[paper] | [code] | [video] | [presentation material]
Wonwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo
CVPR’19 (oral)What and Where to Translate: Local Mask-based Image-to-Image Translation
[paper]
Wonwoong Cho, Seunghwan Choi, Junwoo Park, David Keetae Park, Tao Qin, Jaegul ChooColoring with Words: Guiding Image Colorization Through Text-based Palette Generation
[paper] | [code]
Hyojin Bahng*, Seungjoo Yoo*, Wonwoong Cho*, David Keetae Park, Ziming Wu, Xiaojuan Ma, Jaegul Choo
ECCV’18 (* equal contributions)
CV
Here is my CV