About Me


I am a 4-th year Ph.D. student in the Vision and Learning Lab at UC Merced, advised by Prof. Ming-Hsuan Yang. Before coming to UC Merced in 2017, I obtained my B.S. and M.S. degrees from the EE department at National Taiwan University in 2014 and 2016, respectively.

My research interests include computer vision and machine learning, particularly in content creation, generative models and few-shot learning. I was fortunate to collaborate with great researchers including Lu Jiang (Google), Ce Liu (Google), Weilong Yang (Google), Matt Fisher (Adobe), Cynthia Lu (Adobe), Yijun Li (Adobe), Vova Kim (Adobe), Shalini De Mello (Nvidia), Jonathan Tremblay (Nvidia), Sifei Liu (Nvidia), Stan Birchfield (Nvidia), Jan Kautz (Nvidia), and Jia-Bin Huang (Virginia Tech).

Here is my CV.

News


  • 03/2021: One paper is accepted to CVPR 2021
  • 09/2020: One paper is accepted to ACCV 2020
  • 07/2020: Three papers are accepted to ECCV 2020
  • 01/2020: Google internship, Mountain view
  • 12/2019: One paper are accepted to ICLR 2020 (spotlight)
  • 12/2019: One paper is accepted to IJCV 2020
  • 07/2019: One paper is accepted to BMVC 2019
  • 05/2019: Adobe internship, San Francisco
  • 02/2019: One paper is accepted to CVPR 2019
  • 07/2018: One paper is accepted to ECCV 2018 (oral)
  • 05/2018: Nvidia internship, Santa Clara
  • 08/2017: Start my Ph.D. program at UC Merced

Selected Publications


Regularizing Generative Adversarial Networks under Limited Data
Hung-Yu Tseng, Lu Jiang, Ce Liu, Ming-Hsuan Yang, Weilong Yang
Computer Vision and Pattern Recognition (CVPR), 2021
Project
Regularizing Meta-Learning via Gradient Dropout
Hung-Yu Tseng*, Yi-Wen Chen*, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, and Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), 2020
Project
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval
Hung-Yu Tseng*, Hsin-Ying Lee*, Lu Jiang, Ming-Hsuan Yang, and Weilong Yang
European Conference on Computer Vision (ECCV), 2020
Project
Modeling Artistic Workflows for Image Generation and Editing
Hung-Yu Tseng, Matth Fisher, Cynthia Lu, Yijun Li, Vova Kim, and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2020
Project
Semantic View Synthesis
Hsin-Ping Huang, Hung-Yu Tseng, Hsin-Ying Lee, and Jia-Bin Huang
European Conference on Computer Vision (ECCV), 2020
Project
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, and Ming-Hsuan Yang
International Conference on Learning Representations (ICLR), 2020 (Spotlight)
Project
Few-Shot Viewpoint Estimation
Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, and Jan Kautz
British Machine Vision Conference (BMVC), 2019
Project
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis
Qi Mao*, Hsin-Ying Lee*, Hung-Yu Tseng*, Siwei Ma, and Ming-Hsuan Yang
IEEE Computer Vision and Pattern Recognition (CVPR), 2019
Project
Diverse Image-to-Image Translation via Disentangled Representations
Hsin-Ying Lee*, Hung-Yu Tseng*, Jia-Bin Huang, Maneesh Kumar Singh, and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2018 (Oral)
International Journal of Computer Vision (IJCV), 2020