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Formal Analysis of Art: Proxy Learning of Visual Concepts from Style Through Language Models



Diana Kim , Ahmed Elgammal , Marian Mazzone

* 23 pages, This paper is an extended version of a paper that will be published at the 36th AAAI Conference on Artificial Intelligence, to beheld in Vancouver, BC, Canada, February 22 - March 1, 2022 

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



Bingchen Liu , Yizhe Zhu , Kunpeng Song , Ahmed Elgammal

* ICLR-2021 

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Self-Supervised Sketch-to-Image Synthesis



Bingchen Liu , Yizhe Zhu , Kunpeng Song , Ahmed Elgammal

* AAAI-2021 

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Spatial Frequency Bias in Convolutional Generative Adversarial Networks



Mahyar Khayatkhoei , Ahmed Elgammal


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TIME: Text and Image Mutual-Translation Adversarial Networks



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


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



Bingchen Liu , Kunpeng Song , Ahmed Elgammal

* 24 pages 

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2nd Place Solution to the GQA Challenge 2019



Shijie Geng , Ji Zhang , Hang Zhang , Ahmed Elgammal , Dimitris N. Metaxas


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