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NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes


Dec 03, 2021
Suhani Vora, Noha Radwan, Klaus Greff, Henning Meyer, Kyle Genova, Mehdi S. M. Sajjadi, Etienne Pot, Andrea Tagliasacchi, Daniel Duckworth

* Project website: https://nesf3d.github.io/. Updated with minor edits to text 

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Learning 3D Semantic Segmentation with only 2D Image Supervision


Oct 21, 2021
Kyle Genova, Xiaoqi Yin, Abhijit Kundu, Caroline Pantofaru, Forrester Cole, Avneesh Sud, Brian Brewington, Brian Shucker, Thomas Funkhouser

* Accepted to 3DV 2021 (Oral) 

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Multiresolution Deep Implicit Functions for 3D Shape Representation


Sep 16, 2021
Zhang Chen, Yinda Zhang, Kyle Genova, Sean Fanello, Sofien Bouaziz, Christian Haene, Ruofei Du, Cem Keskin, Thomas Funkhouser, Danhang Tang

* 8 pages of main paper, 10 pages of supplementary. Accepted by ICCV'21 

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Differentiable Surface Rendering via Non-Differentiable Sampling


Aug 10, 2021
Forrester Cole, Kyle Genova, Avneesh Sud, Daniel Vlasic, Zhoutong Zhang

* Accepted to ICCV 2021 

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IBRNet: Learning Multi-View Image-Based Rendering


Feb 25, 2021
Qianqian Wang, Zhicheng Wang, Kyle Genova, Pratul Srinivasan, Howard Zhou, Jonathan T. Barron, Ricardo Martin-Brualla, Noah Snavely, Thomas Funkhouser


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Deep Structured Implicit Functions


Dec 12, 2019
Kyle Genova, Forrester Cole, Avneesh Sud, Aaron Sarna, Thomas Funkhouser

* 11 pages, 9 figures. Project video at https://youtu.be/HCBtG0-EZ2s 

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Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation


Nov 26, 2019
Zeyu Wang, Klint Qinami, Yannis Karakozis, Kyle Genova, Prem Nair, Kenji Hata, Olga Russakovsky


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CvxNets: Learnable Convex Decomposition


Sep 12, 2019
Boyang Deng, Kyle Genova, Soroosh Yazdani, Sofien Bouaziz, Geoffrey Hinton, Andrea Tagliasacchi


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Text-based Editing of Talking-head Video


Jun 04, 2019
Ohad Fried, Ayush Tewari, Michael Zollhöfer, Adam Finkelstein, Eli Shechtman, Dan B Goldman, Kyle Genova, Zeyu Jin, Christian Theobalt, Maneesh Agrawala

* A version with higher resolution images can be downloaded from the authors' website 

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Learning Shape Templates with Structured Implicit Functions


Apr 12, 2019
Kyle Genova, Forrester Cole, Daniel Vlasic, Aaron Sarna, William T. Freeman, Thomas Funkhouser

* 12 pages, 9 figures, 4 tables 

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Unsupervised Training for 3D Morphable Model Regression


Jun 15, 2018
Kyle Genova, Forrester Cole, Aaron Maschinot, Aaron Sarna, Daniel Vlasic, William T. Freeman

* Conference on Computer Vision and Pattern Recognition (CVPR), 2018, pp. 8377-8386 
* CVPR 2018 version with supplemental material (http://openaccess.thecvf.com/content_cvpr_2018/html/Genova_Unsupervised_Training_for_CVPR_2018_paper.html

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Learning Where to Look: Data-Driven Viewpoint Set Selection for 3D Scenes


Apr 07, 2017
Kyle Genova, Manolis Savva, Angel X. Chang, Thomas Funkhouser

* ICCV submission, combined main paper and supplemental material 

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