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S. Qian*, L. Jin*, D. F. Fouhey Associative3D: Volumetric Reconstruction from Sparse Views ECCV 2020 [PDF] [Project Page] [Code] [Bibtex] |
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C. Rockwell, D. F. Fouhey Full-Body Awareness from Partial Observations ECCV 2020 [Arxiv] [Project Page] [Bibtex] [Code] |
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S. Jabbour, D.F. Fouhey, E. Kazerooni, M.W. Sjoding, J. Wiens Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020 [PDF] [Bibtex] [Code] |
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D. Shan, J. Geng*, M. Shu*, D.F. Fouhey Understanding Human Hands in Contact at Internet Scale CVPR 2020 (Oral) [PDF] [Bibtex] [Dataset and Code] |
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M. El Banani, J. Corso, D.F. Fouhey Novel Object Viewpoint Estimation through Reconstruction Alignment CVPR 2020 [PDF] [Supp.] [Bibtex] |
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N. Kulkarni, A. Gupta, D.F. Fouhey, S. Tulsiani Articulation-aware Canonical Surface Mapping CVPR 2020 [Arxiv] [PDF] [Bibtex] |
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J.Y. Song, J.J.Y. Chung, D.F. Fouhey, W.S. Lasecki C-Reference: Improving 2D to 3D Object Pose EstimationAccuracy via Crowdsourced Joint Object Estimation CSCW (Computer-supported Cooperative Work) 2020 [PDF] [Bibtex] |
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A. Szenicer*, D.F. Fouhey*, A. Munoz-Jaramillo, P.J. Wright, R. Thomas, R. Galvez, M. Jin, M.C.M. Cheung A Deep Learning Virtual Instrument for Monitoring Extreme UV Solar Spectral Irradiance Science Advances, Vol. 5, Number 10, 2019 [Open Acess] [Bibtex] |
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D. Zhukov, J.-B. Alayrac, G. Cinbis, D.F. Fouhey, I. Laptev, J. Sivic Cross-task weakly-supervised learning from instructional videos CVPR 2019 [PDF] [Project Page] [Arxiv] [Bibtex] |
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R. Galvez*, D.F. Fouhey*, M. Jin, A. Szenicer, A. Munoz-Jaramillo, M.C.M. Cheung, P.J. Wright, M.G.
Bobra, Y. Liu, J. Mason, R. Thomas A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission The Astrophysical Journal Supplement, 242:1, 2019 [PDF] [Arxiv] [Bibtex] [Movie & Explanation] [Small dataset + demo] |
Representative Earlier Publications
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A. Kumar, S. Gupta, D. F. Fouhey, S. Levine, J. Malik
Visual Memory for Robust Path Following NeurIPS 2018 (Oral) [Project Page] [PDF] [Bibtex] |
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D. F. Fouhey, W. Kuo, A. A. Efros, J. Malik From Lifestyle VLOGs to Everyday Interactions CVPR 2018 [Project Page] [Arxiv] [Bibtex] |
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S. Tulsiani, S. Gupta, D. F. Fouhey, A. A. Efros, J. Malik Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene CVPR 2018 [Project Page] [Arxiv] [Bibtex] |
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D. F. Fouhey, A. Gupta, A. Zisserman From Images to 3D Shape Attributes TPAMI (Pre-print on Arxiv) The TPAMI version has ugly typesetting (full-width tables on the bottom?) that I was unable to change. Read the Arxiv one. [Arxiv] [Bibtex] |
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R. Girdhar, D. F. Fouhey, M. Rodriguez, A. Gupta Learning a Predictable and Generative Vector Representation for Objects ECCV 2016 (Spotlight) [Publication (PDF)] [Bibtex] [Project Page] |
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D. F. Fouhey Factoring Scenes into 3D Structure and Style Doctoral Dissertation [Dissertation (PDF)] [Bibtex] [Defense Slides (PDF)] |
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D. F. Fouhey, W. Hussain, A. Gupta, M. Hebert Single Image 3D Without a Single 3D Image ICCV 2015 [Publication (PDF)] [Bibtex] [Poster (PDF)] [Supplemental (PDF)] [Bonus Details (PDF)] |
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X. Wang, D. F. Fouhey, A. Gupta Designing Deep Networks for Surface Normal Estimation CVPR 2015 [Publication (PDF)] [Bibtex] |
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D. F. Fouhey and C.L. Zitnick Predicting Object Dynamics in Scenes CVPR 2014 [Publication (PDF)] [Bibtex] [Poster (PDF)] [Supplemental (PDF)] |
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D. F. Fouhey, V. Delaitre, A. Gupta, A. Efros, I. Laptev, and J. Sivic. People Watching: Human Actions as a Cue for Single View Geometry. IJCV (extended version of ECCV 2012 paper) [Preprint (PDF)] [Final version (via Springer)] |
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D. F. Fouhey, A. Gupta, and M. Hebert Data-Driven 3D Primitives for Single Image Understanding ICCV 2013 [Publication (PDF)] [Bibtex] [Project Page] [Poster (PDF)] |