Aaron Hertzmann

Most-cited papers

GANSpace: Discovering Interpretable GAN Controls
Erik Härkönen, Aaron Hertzmann, J. Lehtinen, Sylvain Paris
2020Neural Information Processing Systems1,056 citations
Semantic Scholar
Art and the science of generative AI
Ziv Epstein, Aaron Hertzmann, Memo Akten, Hany Farid +10 more
2023Science717 citations
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Learning 3D mesh segmentation and labeling
E. Kalogerakis, Aaron Hertzmann, Karan Singh
2010ACM Transactions on Graphics587 citations Open access
Semantic Scholar
Learning hatching for pen-and-ink illustration of surfaces
E. Kalogerakis, D. Nowrouzezahrai, Simon Breslav, Aaron Hertzmann
2012TOGS578 citations
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Controlling Perceptual Factors in Neural Style Transfer
Leon A. Gatys, Alexander S. Ecker, M. Bethge, Aaron Hertzmann +1 more
2016Computer Vision and Pattern Recognition508 citations
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Recognizing Image Style
Sergey Karayev, Matthew Trentacoste, Helen Han, A. Agarwala +3 more
2013British Machine Vision Conference507 citations Open access
Semantic Scholar
Nonrigid Structure-from-Motion: Estimating Shape and Motion with Hierarchical Priors
L. Torresani, Aaron Hertzmann, C. Bregler
2008IEEE Transactions on Pattern Analysis and Machine Intelligence505 citations
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HuMoR: 3D Human Motion Model for Robust Pose Estimation
Davis Rempe, Tolga Birdal, Aaron Hertzmann, Ji-Mei Yang +2 more
2021IEEE International Conference on Computer Vision464 citations Open access
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Shape and Spatially-Varying BRDFs from Photometric Stereo
D. Goldman, B. Curless, Aaron Hertzmann, Steven M. Seitz
2010IEEE Transactions on Pattern Analysis and Machine Intelligence413 citations
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LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators
Jia-Nan Li, Jimei Yang, Aaron Hertzmann, Jian-Ming Zhang +1 more
2019International Conference on Learning Representations305 citations
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Feature-based locomotion controllers
Martin de Lasa, Igor Mordatch, Aaron Hertzmann
2010ACM Transactions on Graphics287 citations Open access
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Color compatibility from large datasets
Peter O'Donovan, A. Agarwala, Aaron Hertzmann
2011ACM Transactions on Graphics265 citations
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Can Computers Create Art?
Aaron Hertzmann
2018arXiv.org235 citations Open access
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Learning Layouts for Single-PageGraphic Designs
Peter O'Donovan, A. Agarwala, Aaron Hertzmann
2014IEEE Transactions on Visualization and Computer Graphics221 citations Open access
Semantic Scholar
DesignScape: Design with Interactive Layout Suggestions
Peter O'Donovan, A. Agarwala, Aaron Hertzmann
2015International Conference on Human Factors in Computing Systems212 citations
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Robust physics-based locomotion using low-dimensional planning
Igor Mordatch, Martin de Lasa, Aaron Hertzmann
2010ACM Transactions on Graphics205 citations
Semantic Scholar
Automatic Portrait Segmentation for Image Stylization
Xiao-Yong Shen, Aaron Hertzmann, Jia-Ya Jia, Sylvain Paris +3 more
2016Computer graphics forum (Print)202 citations
Semantic Scholar
Learning Visual Importance for Graphic Designs and Data Visualizations
Z. Bylinskii, Nam Wook Kim, Peter O'Donovan, Sami Alsheikh +5 more
2017ACM Symposium on User Interface Software and Technology187 citations Open access
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Optimizing walking controllers
Jack M. Wang, David J. Fleet, Aaron Hertzmann
2009ACM Transactions on Graphics186 citations
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Exploratory font selection using crowdsourced attributes
Peter O'Donovan, Janis Libeks, A. Agarwala, Aaron Hertzmann
2014ACM Transactions on Graphics176 citations
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Image sequence geolocation with human travel priors
E. Kalogerakis, O. Vesselova, James Hays, Alexei A. Efros +1 more
2009IEEE International Conference on Computer Vision173 citations Open access
Semantic Scholar
BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography
Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann +2 more
2017IEEE International Conference on Computer Vision160 citations Open access
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Preserving Color in Neural Artistic Style Transfer
Leon A. Gatys, M. Bethge, Aaron Hertzmann, Eli Shechtman
2016arXiv.org151 citations
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Correction to "Gaussian Process Dynamical Models for Human Motion"
Jack M. Wang, David J. Fleet, Aaron Hertzmann
2008IEEE Transactions on Pattern Analysis and Machine Intelligence151 citations
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Trajectory Optimization for Full-Body Movements with Complex Contacts
M. Al Borno, Martin de Lasa, Aaron Hertzmann
2013IEEE Transactions on Visualization and Computer Graphics148 citations Open access
Semantic Scholar
Optimizing walking controllers for uncertain inputs and environments
Jack M. Wang, David J. Fleet, Aaron Hertzmann
2010ACM Transactions on Graphics146 citations Open access
Semantic Scholar
MatrixWave: Visual Comparison of Event Sequence Data
Jian Zhao, Zhicheng Liu, Mira Dontcheva, Aaron Hertzmann +1 more
2015International Conference on Human Factors in Computing Systems138 citations
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Contact and Human Dynamics from Monocular Video
Davis Rempe, L. Guibas, Aaron Hertzmann, Bryan C. Russell +2 more
2020Symposium on Computer Animation136 citations
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Transforming and Projecting Images into Class-conditional Generative Networks
Minyoung Huh, Richard Zhang, Jun-Yan Zhu, S. Paris +1 more
2020European Conference on Computer Vision116 citations Open access
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Physics-Based Person Tracking Using the Anthropomorphic Walker
Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann
2010International Journal of Computer Vision114 citations
Semantic Scholar
User-Specific Hand Modeling from Monocular Depth Sequences
Jonathan Taylor, Richard V. Stebbing, V. Ramakrishna, Cem Keskin +4 more
20142014 IEEE Conference on Computer Vision and Pattern Recognition101 citations
Semantic Scholar
Style compatibility for 3D furniture models
Tian-Qiang Liu, Aaron Hertzmann, Wilmot Li, T. Funkhouser
2015ACM Transactions on Graphics97 citations Open access
Semantic Scholar
A similarity measure for illustration style
Elena Garces, A. Agarwala, D. Gutierrez, Aaron Hertzmann
2014ACM Transactions on Graphics96 citations
Semantic Scholar
Motion parallax for 360° RGBD video
A. Serrano, Incheol Kim, Zhili Chen, S. DiVerdi +3 more
2019IEEE Transactions on Visualization and Computer Graphics89 citations Open access
Semantic Scholar
Non-Photorealistic Rendering and the science of art
Aaron Hertzmann
2010International Symposium on Non-Photorealistic Animation and Rendering82 citations Open access
Semantic Scholar
PortraitSketch: face sketching assistance for novices
Jun Xie, Aaron Hertzmann, Wilmot Li, H. Winnemöller
2014ACM Symposium on User Interface Software and Technology81 citations
Semantic Scholar
Predicting Visual Importance Across Graphic Design Types
Camilo Luciano Fosco, Vincent Casser, A. K. Bedi, Peter O'Donovan +2 more
2020ACM Symposium on User Interface Software and Technology78 citations Open access
Semantic Scholar
Physics-Based Person Tracking Using Simplified Lower-Body Dynamics
Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann
20072007 IEEE Conference on Computer Vision and Pattern Recognition74 citations
Semantic Scholar
CollaVR: Collaborative In-Headset Review for VR Video
Cuong Nguyen, S. DiVerdi, Aaron Hertzmann, Feng Liu
2017ACM Symposium on User Interface Software and Technology73 citations
Semantic Scholar
LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks
Jia-Nan Li, Jimei Yang, Aaron Hertzmann, Jian-Ming Zhang +1 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence72 citations
Semantic Scholar
Prioritized optimization for task-space control
Martin de Lasa, Aaron Hertzmann
20092009 IEEE/RSJ International Conference on Intelligent Robots and Systems70 citations
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Efficient Optimization for Sparse Gaussian Process Regression
Yanshuai Cao, Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann
2013IEEE Transactions on Pattern Analysis and Machine Intelligence68 citations Open access
Semantic Scholar
Why Do Line Drawings Work? A Realism Hypothesis
Aaron Hertzmann
2020Perception67 citations Open access
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Im2Pencil: Controllable Pencil Illustration From Photographs
Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman +1 more
2019Computer Vision and Pattern Recognition66 citations Open access
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Contact-Aware Retargeting of Skinned Motion
Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Ji-Mei Yang +1 more
2021IEEE International Conference on Computer Vision64 citations Open access
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AniPaint: Interactive Painterly Animation from Video
Peter O'Donovan, Aaron Hertzmann
2012IEEE Transactions on Visualization and Computer Graphics64 citations Open access
Semantic Scholar
Deep Classifiers from Image Tags in the Wild
Hamid Izadinia, Bryan C. Russell, Ali Farhadi, M. Hoffman +1 more
2015MMCommons '1563 citations Open access
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Vremiere: In-Headset Virtual Reality Video Editing
Cuong Nguyen, S. DiVerdi, Aaron Hertzmann, Feng Liu
2017International Conference on Human Factors in Computing Systems60 citations
Semantic Scholar
Visual Indeterminacy in GAN Art
Aaron Hertzmann
2020Leonardo: Journal of the International Society for the Arts, Sciences and Technology58 citations Open access
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Learning hierarchical shape segmentation and labeling from online repositories
L. Yi, L. Guibas, Aaron Hertzmann, Vladimir G. Kim +2 more
2017ACM Transactions on Graphics56 citations Open access
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