Hi! I'm Yu-Ting Chang.
I receieved my B.S. degree in ECE Department at Taiwan National Chiao Tung University in 2015. I am a M.S. student graduate from UC Merced in 2020. During my graduate studies, I was in the Vision and Learning Lab, advised by Prof. Ming-Hsuan Yang.
My research covers the field of Computer Vision and Deep Learning. I focus on developing neural networks in the application of visual perception and image/video editing.
I currently focus on the topic related to visual perception.
I've worked on developing deep learning algorithms and applications by PyTorch.
I love fashion and art! I am also insterested in image editing and style transfer topics.
Mixup-CAM: Weakly-Supervised Semantic Segmentation via Uncertainty Regularization
Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung, Robinson Piramuthu, Yi-Hsuan Tsai, Ming- Hsuan Yang
The British Machine Vision Conference (BMVC), 2020 [Paper]
Weakly-Supervised Semantic Segmentation via Sub-category Exploration
Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung, Robinson Piramuthu, Yi-Hsuan Tsai, Ming- Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 [Paper] [Code]
Image Hashing via Linear Discriminant Learning
Weixiang Hong, Yu-Ting Chang, Haifang Qin, Wei-Chih Hung, Yi-Hsuan Tsai, Ming-Hsuan Yang
IEEE Winter Conf. on Applications of Computer Vision (WACV), 2020 [Paper]
What Dress Fits Me Best?: Fashion Recommendation on the Clothing Style forPersonal Body Shape
Shintami Chusnul Hidayati, Cheng-Chun Hsu, Yu-Ting Chang, Kai-Lung Hua, Jianlong Fu, Wen-Huang Cheng
ACM International Conference on Multimedia (ACM MM), 2018 [Paper]
Fashion World Map: Understanding Cities Through Streetwear Fashion
Yu-Ting Chang, Wen-Huang Cheng, Kai-Lung Hua, Bo Wu
ACM International Conference on Multimedia (ACM MM), 2017 [Paper]
Weakly-supervised Semantic Segmentation via Uncertainty Regularization
Weakly-supervised Semantic Segmentation via Sub-category Exploration
Image Hashing via Linear Discriminant Learning
Fashion Recommendation on the Clothing Style for Personal Body Shape
Understanding Cities Through Streetwear Fashion
Oct. 2017 @ California, USA
Sep. 2017 @ Guangzhou, China
Nov. 2017 @ Taipei, Taiwan
311 S&E Building 2 UC Merced, CA 95343
(+1) 650-224-9608
ychang39@ucmerced.edu