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Content-Aware GAN Compression

Apr 06, 2021
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, S. Y. Kung

* Published in CVPR2021 

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Learning Clusterable Visual Features for Zero-Shot Recognition

Oct 14, 2020
Jingyi Xu, Zhixin Shu, Dimitris Samaras

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Self-supervised Deformation Modeling for Facial Expression Editing

Nov 05, 2019
ShahRukh Athar, Zhixin Shu, Dimitris Samaras

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Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion

Apr 26, 2019
Mihir Sahasrabudhe, Zhixin Shu, Edward Bartrum, Riza Alp Guler, Dimitris Samaras, Iasonas Kokkinos

* 19 pages; 12 figures; code will be released; Project page: 

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Latent Space Optimal Transport for Generative Models

Sep 16, 2018
Huidong Liu, Yang Guo, Na Lei, Zhixin Shu, Shing-Tung Yau, Dimitris Samaras, Xianfeng Gu

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Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance

Jun 18, 2018
Zhixin Shu, Mihir Sahasrabudhe, Alp Guler, Dimitris Samaras, Nikos Paragios, Iasonas Kokkinos

* 17 pages including references, plus 12 pages appendix. Video available at : Code will be made available soon 

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An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations

Feb 24, 2018
Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou

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Improving Heterogeneous Face Recognition with Conditional Adversarial Networks

Sep 13, 2017
Wuming Zhang, Zhixin Shu, Dimitris Samaras, Liming Chen

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Neural Face Editing with Intrinsic Image Disentangling

Apr 13, 2017
Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras

* CVPR 2017 oral 

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