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Picture for Fredo Durand

Fredo Durand

Massachusetts Institute of Technology

Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering

Jun 04, 2021
Vincent Sitzmann, Semon Rezchikov, William T. Freeman, Joshua B. Tenenbaum, Fredo Durand

* First two authors contributed equally. Project website: 

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Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization

Dec 05, 2019
Miika Aittala, Prafull Sharma, Lukas Murmann, Adam B. Yedidia, Gregory W. Wornell, William T. Freeman, Fredo Durand

* Aittala, Miika, et al. "Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization." Advances in Neural Information Processing Systems. 2019 
* 14 pages, 5 figures, Advances in Neural Information Processing Systems 2019 

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A Dataset of Multi-Illumination Images in the Wild

Oct 17, 2019
Lukas Murmann, Michael Gharbi, Miika Aittala, Fredo Durand

* ICCV 2019 

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Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions

Sep 01, 2019
Guha Balakrishnan, Adrian V. Dalca, Amy Zhao, John V. Guttag, Fredo Durand, William T. Freeman

* ICCV 2019 

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Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics

Jul 27, 2018
Spandan Madan, Zoya Bylinskii, Matthew Tancik, Adrià Recasens, Kimberli Zhong, Sami Alsheikh, Hanspeter Pfister, Aude Oliva, Fredo Durand

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Synthesizing Images of Humans in Unseen Poses

Apr 20, 2018
Guha Balakrishnan, Amy Zhao, Adrian V. Dalca, Fredo Durand, John Guttag

* CVPR 2018 

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Understanding Infographics through Textual and Visual Tag Prediction

Sep 26, 2017
Zoya Bylinskii, Sami Alsheikh, Spandan Madan, Adria Recasens, Kimberli Zhong, Hanspeter Pfister, Fredo Durand, Aude Oliva

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A Video-Based Method for Objectively Rating Ataxia

Sep 07, 2017
Ronnachai Jaroensri, Amy Zhao, Guha Balakrishnan, Derek Lo, Jeremy Schmahmann, John Guttag, Fredo Durand

* MLHC 2017 

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BubbleView: an interface for crowdsourcing image importance maps and tracking visual attention

Aug 09, 2017
Nam Wook Kim, Zoya Bylinskii, Michelle A. Borkin, Krzysztof Z. Gajos, Aude Oliva, Fredo Durand, Hanspeter Pfister

* TOCHI 2017 

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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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