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Total Variation Optimization Layers for Computer Vision



Raymond A. Yeh , Yuan-Ting Hu , Zhongzheng Ren , Alexander G. Schwing

* CVPR 2022 

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Equivariance Discovery by Learned Parameter-Sharing



Raymond A. Yeh , Yuan-Ting Hu , Mark Hasegawa-Johnson , Alexander G. Schwing

* AISTATS 2022 

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



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

* CVPR 2021 Oral 

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Chirality Nets for Human Pose Regression



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

* Accepted to NeurIPS2019 

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Max-Sliced Wasserstein Distance and its use for GANs



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

* Accepted to CVPR 2019 

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



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

* Accepted to ECCV 2018 

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VideoMatch: Matching based Video Object Segmentation



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

* Accepted to ECCV 2018 

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MaskRNN: Instance Level Video Object Segmentation



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

* Accepted to NIPS 2017 

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Descriptor Ensemble: An Unsupervised Approach to Descriptor Fusion in the Homography Space



Yuan-Ting Hu , Yen-Yu Lin , Hsin-Yi Chen , Kuang-Jui Hsu , Bing-Yu Chen


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