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Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis


Jan 12, 2021
Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal

* ICLR-2021 

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Self-Supervised Sketch-to-Image Synthesis


Dec 22, 2020
Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal

* AAAI-2021 

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TIME: Text and Image Mutual-Translation Adversarial Networks


May 27, 2020
Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal


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Sketch-to-Art: Synthesizing Stylized Art Images From Sketches


Mar 03, 2020
Bingchen Liu, Kunpeng Song, Ahmed Elgammal

* 24 pages 

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OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization


May 26, 2019
Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal

* under review 

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Learning Feature-to-Feature Translator by Alternating Back-Propagation for Zero-Shot Learning


Apr 22, 2019
Yizhe Zhu, Jianwen Xie, Bingchen Liu, Ahmed Elgammal

* under review 

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A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts


May 19, 2018
Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Xi Peng, Ahmed Elgammal

* To appear in CVPR18 

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The Shape of Art History in the Eyes of the Machine


Feb 12, 2018
Ahmed Elgammal, Marian Mazzone, Bingchen Liu, Diana Kim, Mohamed Elhoseiny


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CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms


Jun 21, 2017
Ahmed Elgammal, Bingchen Liu, Mohamed Elhoseiny, Marian Mazzone

* This paper is an extended version of a paper published on the eighth International Conference on Computational Creativity (ICCC), held in Atlanta, GA, June 20th-June 22nd, 2017 

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