Hung-Yu Tseng
Research Scientist
Meta

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About Me

My research interests include computer vision and machine learning, recently in 3D vision and generative models. I recieved my PhD from UC Merced, advised by Prof. Ming-Hsuan Yang.

Publications
Exploiting Diffusion Prior for Generalizable Pixel-Level Semantic Prediction
Hsin-Ying (Eric) Lee, Hung-Yu Tseng, Hsin-Ying (James) Lee, Ming-Hsuan Yang
Computer Vision and Pattern Recognition (CVPR), 2024
Project
ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models
Lukas Höllein, Aljaž Božič, Norman Müller, David Novotny, Hung-Yu Tseng, Christian Richardt, Michael Zollhöfer, Matthias Nießner
Computer Vision and Pattern Recognition (CVPR), 2024
Project
Human-SGD: Single-Image 3D Human Digitization with Shape-Guided Diffusion
Badour AlBahar, Shunsuke Saito, Hung-Yu Tseng, Changil Kim, Johannes Kopf, Jia-Bin Huang
SIGGRAPH Asia, 2023
Project
Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features
Chieh Hubert Lin, Hung-Yu Tseng, Hsin-Ying Lee, Maneesh Singh, Ming-Hsuan Yang
International Conference on Machine Learning (ICML), 2023
Project
Consistent View Synthesis with Pose-Guided Diffusion Models
Hung-Yu Tseng, Qinbo Li, Changil Kim, Suhib Alsisan, Jia-Bin Huang, Johannes Kopf
Computer Vision and Pattern Recognition (CVPR), 2023
Project
Robust Dynamic Radiance Fields
Yu-Lun Liu, Chen Gao, Andreas Meuleman, Hung-Yu Tseng, Ayush Saraf, Changil Kim, Yung-Yu Chuang, Johannes Kopf, Jia-Bin Huang
Computer Vision and Pattern Recognition (CVPR), 2023
Project
Vector Quantized Image-to-Image Translation
Yu-Jie Chen*, Shin-I Cheng*, Wei-Chen Chiu, Hung-Yu Tseng, Hsin-Ying Lee
European Conference on Computer Vision (ECCV), 2022
Project
Incremental False Negative Detection for Contrastive Learning
Tsai-Shien Chen, Wei-Chih Hung, Hung-Yu Tseng, Shao-Yi Chien, Ming-Hsuan Yang
International Conference on Learning Representations (ICLR), 2022
Paper
Stylizing 3D Scene via Implicit Representation and HyperNetwork
Pei-Ze Chiang*, Meng-Shiun Tsai*, Hung-Yu Tseng, Wei-Sheng Lai, and Wei-Chen Chiu
IEEE Winter Conference on Applications of Computer Vision (WACV), 2022
Project
Learning to Stylize Novel Views
Hsin-Ping Huang, Hung-Yu Tseng, Saurabh Saini, Maneesh Singh, Ming-Hsuan Yang
IEEE International Conference on Computer Vision (ICCV), 2021
Project
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
Paper
Modeling Artistic Workflows for Image Generation and Editing
Hung-Yu Tseng, Matt 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
Paper
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
Project