YU-TING CHANG

Computer Vision / Deep Learning

Profile


Team Member

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.

Latest CV



Research Interest

Computer Vision

I currently focus on the topic related to visual perception.

Deep Learning

I've worked on developing deep learning algorithms and applications by PyTorch.

Fashion&Art

I love fashion and art! I am also insterested in image editing and style transfer topics.

Publication

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]

  • Congratulations!

    Apr. 2017

    My work was accepted by the 25th ACM Multimedia!

    I'm going to attend the 2017 ACM Multimedia Conference @ Mountain View, CA

  • Congratulations!

    Sep. 2017

    I'm going to present Fashion World Map demo system at 2017 China Multimedia Conference (ChinaMM) @ Guangzhou, China

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TAKE YOUR BROKEN HEARTMAKE IT INTO ART

Project


  • Portfolio Item

    Mixup-CAM

    Weakly-supervised Semantic Segmentation via Uncertainty Regularization

    Portfolio Item

    SC-CAM

    Weakly-supervised Semantic Segmentation via Sub-category Exploration

    Portfolio Item

    Linear Discriminative Hashing

    Image Hashing via Linear Discriminant Learning

  • Portfolio Item

    What dress fits me best?

    Fashion Recommendation on the Clothing Style for Personal Body Shape

    Portfolio Item

    Fashion World Map

    Understanding Cities Through Streetwear Fashion

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Be fearless in the pursuitof what sets your soul on fire

Activity


  • Portfolio Item

    2017 ACM Multimedia

    Oct. 2017 @ California, USA

    Portfolio Item

    2017 ChinaMM

    Sep. 2017 @ Guangzhou, China

    Portfolio Item

    2017 Taiwan HCI Workshop

    Nov. 2017 @ Taipei, Taiwan

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Drop me a line

Address

311 S&E Building 2 UC Merced, CA 95343

Phone

(+1) 650-224-9608

Email

ychang39@ucmerced.edu