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Regularizing Meta-Learning via Gradient Dropout

Apr 13, 2020
Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, Ming-Hsuan Yang

* Code: https://github.com/hytseng0509/DropGrad 

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Self-Supervised Viewpoint Learning From Image Collections

Apr 03, 2020
Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

* Accepted at CVPR 20 

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Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Mar 13, 2020
Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

* Codes and other resources will be released at: https://sites.google.com/view/unsup-mesh/home 

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Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning

Feb 19, 2020
Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang

* IJCV 2020 

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Joint-task Self-supervised Learning for Temporal Correspondence

Sep 26, 2019
Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang

* NeurIPS 2019 

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Learning Propagation for Arbitrarily-structured Data

Sep 25, 2019
Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz

* ICCV 2019 

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Few-Shot Viewpoint Estimation

May 13, 2019
Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, Jan Kautz


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SCOPS: Self-Supervised Co-Part Segmentation

May 03, 2019
Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz

* Accepted in CVPR 2019. Project page: http://varunjampani.github.io/scops 

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Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments

Mar 15, 2019
Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz

* CVPR 2019 
* https://sites.google.com/view/3d-affordance-cvpr19 

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Context-Aware Synthesis and Placement of Object Instances

Dec 07, 2018
Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz


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Learning Linear Transformations for Fast Arbitrary Style Transfer

Aug 14, 2018
Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang


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Learning Dual Convolutional Neural Networks for Low-Level Vision

May 14, 2018
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang

* CVPR 2018 

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Switchable Temporal Propagation Network

May 04, 2018
Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Varun Jampani, Ming-Hsuan Yang, Jan Kautz


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Learning Video-Story Composition via Recurrent Neural Network

Jan 31, 2018
Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang


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Learning Affinity via Spatial Propagation Networks

Oct 03, 2017
Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz

* A long version of NIPS 2017 

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Learning to Segment Instances in Videos with Spatial Propagation Network

Sep 14, 2017
Jingchun Cheng, Sifei Liu, Yi-Hsuan Tsai, Wei-Chih Hung, Shalini De Mello, Jinwei Gu, Jan Kautz, Shengjin Wang, Ming-Hsuan Yang

* CVPR 2017 Workshop on DAVIS Challenge. Code is available at http://github.com/JingchunCheng/Seg-with-SPN 

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Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos

Aug 07, 2017
Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker

* accepted for publication at International Conference on Computer Vision (ICCV) 2017 

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Face Parsing via Recurrent Propagation

Aug 06, 2017
Sifei Liu, Jianping Shi, Ji Liang, Ming-Hsuan Yang

* 10 pages, 5 figures, BMVC 2017 

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Generative Face Completion

Apr 19, 2017
Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang

* Accepted by CVPR 2017 

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Deep Cascaded Bi-Network for Face Hallucination

Jul 18, 2016
Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang

* This paper is to appear in Proceedings of ECCV 2016 

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