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Toward Quantifying Ambiguities in Artistic Images

Aug 21, 2020
Xi Wang, Zoya Bylinskii, Aaron Hertzmann, Robert Pepperell

* ACM Trans. Applied Perception, 2020 

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Predicting Visual Importance Across Graphic Design Types

Aug 07, 2020
Camilo Fosco, Vincent Casser, Amish Kumar Bedi, Peter O'Donovan, Aaron Hertzmann, Zoya Bylinskii

* Proceedings of UIST 2020 

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Contact and Human Dynamics from Monocular Video

Jul 24, 2020
Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan Russell, Ruben Villegas, Jimei Yang

* ECCV 2020 

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Transforming and Projecting Images into Class-conditional Generative Networks

May 04, 2020
Minyoung Huh, Richard Zhang, Jun-Yan Zhu, Sylvain Paris, Aaron Hertzmann


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GANSpace: Discovering Interpretable GAN Controls

Apr 06, 2020
Erik Härkönen, Aaron Hertzmann, Jaakko Lehtinen, Sylvain Paris


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Neural Contours: Learning to Draw Lines from 3D Shapes

Apr 05, 2020
Difan Liu, Mohamed Nabail, Aaron Hertzmann, Evangelos Kalogerakis

* Accepted to CVPR 2020 

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Why Do Line Drawings Work? A Realism Hypothesis

Feb 14, 2020
Aaron Hertzmann

* Accepted to Perception 

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Visual Indeterminacy in Generative Neural Art

Nov 11, 2019
Aaron Hertzmann

* 2019 NeurIPS Workshop on Creativity for Learning and Design 

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Im2Pencil: Controllable Pencil Illustration from Photographs

Mar 20, 2019
Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, Ming-Hsuan Yang

* Accepted by CVPR 2019 

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Aesthetics of Neural Network Art

Mar 18, 2019
Aaron Hertzmann


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LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators

Jan 21, 2019
Jianan Li, Jimei Yang, Aaron Hertzmann, Jianming Zhang, Tingfa Xu

* Accepted as a conference paper at ICLR 2019 

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Visual Font Pairing

Nov 19, 2018
Shuhui Jiang, Zhaowen Wang, Aaron Hertzmann, Hailin Jin, Yun Fu


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Beyond Textures: Learning from Multi-domain Artistic Images for Arbitrary Style Transfer

May 25, 2018
Zheng Xu, Michael Wilber, Chen Fang, Aaron Hertzmann, Hailin Jin


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Can Computers Create Art?

May 08, 2018
Aaron Hertzmann

* to appear in Arts, special issue on Machine as Artist (21st Century) 

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Learning Visual Importance for Graphic Designs and Data Visualizations

Aug 08, 2017
Zoya Bylinskii, Nam Wook Kim, Peter O'Donovan, Sami Alsheikh, Spandan Madan, Hanspeter Pfister, Fredo Durand, Bryan Russell, Aaron Hertzmann

* UIST 2017 

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BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography

Jul 09, 2017
Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie


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Controlling Perceptual Factors in Neural Style Transfer

May 11, 2017
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman

* Accepted at CVPR2017 

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Preserving Color in Neural Artistic Style Transfer

Jun 19, 2016
Leon A. Gatys, Matthias Bethge, Aaron Hertzmann, Eli Shechtman


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Learning Style Similarity for Searching Infographics

May 05, 2015
Babak Saleh, Mira Dontcheva, Aaron Hertzmann, Zhicheng Liu

* 6 pages, to appear in the 41st annual conference on Graphics Interface (GI) 2015, 

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Image Classification and Retrieval from User-Supplied Tags

Nov 25, 2014
Hamid Izadinia, Ali Farhadi, Aaron Hertzmann, Matthew D. Hoffman


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Recognizing Image Style

Jul 23, 2014
Sergey Karayev, Matthew Trentacoste, Helen Han, Aseem Agarwala, Trevor Darrell, Aaron Hertzmann, Holger Winnemoeller


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Efficient Optimization for Sparse Gaussian Process Regression

Nov 11, 2013
Yanshuai Cao, Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann

* To appear in NIPS 2013 

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