Yuan-Ting Hu

Email: ythu2 [at] illinois [dot] edu

I am a last year PhD student in the Department of Electrical and Computer Engineering at the University of Illinois Urbana-Champaign (UIUC) advised by Prof. Alexander G. Schwing. Before coming to UIUC, I received my B.S. and M.S. degrees both in computer science from National Taiwan University (NTU), Taiwan.

I am interested in research topics relating to computer vision and machine learning. Here is my CV.

News

  • One paper accepted to CVPR 2022

  • One paper accepted to AISTATS 2022

  • One paper accepted to CVPR 2021 as an oral paper

  • One paper accepted to ECCV 2020

  • One paper accepted to NeurIPS 2019

  • Two papers accepted to CVPR 2019

Selected Publications


SAIL-VOS 3D: A Synthetic Dataset and Baseline for Object Detection and 3D Mesh Reconstruction from Video Data

Yuan-Ting Hu, Jiahong Wang, Raymond A. Yeh and Alexander G. Schwing

International Conference on Computer Vision and Pattern Recognition (CVPR) 2021

paper project page download dataset


Proposal-based Video Completion

Yuan-Ting Hu, Heng Wang, Nicolas Ballas, Kristen Grauman and Alexander G. Schwing

European Conference on Computer Vision (ECCV) 2020

paper


Chirality Nets for Human Pose Regression

Raymond A. Yeh*, Yuan-Ting Hu*, and Alexander G. Schwing

(Equal contribution)

Neural Information Processing Systems (NeurIPS) 2019

paper project website code

SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation -- A Synthetic Dataset and Baselines

Yuan-Ting Hu, Hong-Shuo Chen, Kexin Hui, Jia-Bin Huang and Alexander G. Schwing

International Conference on Computer Vision and Pattern Recognition (CVPR) 2019

paper project website download dataset

Max-Sliced Wasserstein Distance and its use for GANs

Ishan Deshpande, Yuan-Ting Hu, Ruoyu Sun, Ruoyu Sun, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Zhizhen Zhao, David Forsyth and Alexander G. Schwing

International Conference on Computer Vision and Pattern Recognition (CVPR) 2019

paper

VideoMatch: Matching based Video Object Segmentation

Yuan-Ting Hu, Jia-Bin Huang and Alexander G. Schwing

European Conference on Computer Vision (ECCV) 2018

paper project website poster


Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation

Yuan-Ting Hu, Jia-Bin Huang and Alexander G. Schwing

European Conference on Computer Vision (ECCV) 2018

paper project website poster

Mask-RNN: Instance Level Video Object Segmentation

Yuan-Ting Hu, Jia-Bin Huang and Alexander G. Schwing

Neural Information Processing Systems (NeurIPS) 2017

paper poster bibtex