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Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation


May 09, 2022
Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas Funkhouser

* CVPR 2022 paper. See project page at https://abhijitkundu.info/projects/pnf 

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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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