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Learning Contrastive Representation for Semantic Correspondence


Sep 22, 2021
Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang


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Weakly-Supervised Physically Unconstrained Gaze Estimation


May 20, 2021
Rakshit Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz

* CVPR 2021 (Oral) 

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Contrastive Syn-to-Real Generalization


Apr 06, 2021
Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M. Alvarez, Zhangyang Wang, Anima Anandkumar

* Accepted in ICLR 2021 

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Learning to Track Instances without Video Annotations


Apr 01, 2021
Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz

* CVPR 2021 

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Online Adaptation for Consistent Mesh Reconstruction in the Wild


Dec 06, 2020
Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz

* NeurIPS 2020, https://sites.google.com/nvidia.com/vmr-2020 

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Self-Learning Transformations for Improving Gaze and Head Redirection


Oct 23, 2020
Yufeng Zheng, Seonwook Park, Xucong Zhang, Shalini De Mello, Otmar Hilliges

* Accepted at NeurIPS 2020. Check our supplementary video at: https://ait.ethz.ch/projects/2020/STED-gaze/ 

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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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Content-Consistent Generation of Realistic Eyes with Style


Nov 08, 2019
Marcel Bühler, Seonwook Park, Shalini De Mello, Xucong Zhang, Otmar Hilliges

* 4 pages, 4 figures, ICCV Workshop 2019 

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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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Few-shot Adaptive Gaze Estimation


May 06, 2019
Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz


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Boosting segmentation with weak supervision from image-to-image translation


Apr 04, 2019
Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz


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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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Light-weight Head Pose Invariant Gaze Tracking


Apr 23, 2018
Rajeev Ranjan, Shalini De Mello, Jan Kautz

* 9 pages, IEEE Conference on Computer Vision and Pattern Recognition Workshop 

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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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