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Noah Snavely

Cornell Tech

Multi-Plane Program Induction with 3D Box Priors

Nov 22, 2020
Yikai Li, Jiayuan Mao, Xiuming Zhang, William T. Freeman, Joshua B. Tenenbaum, Noah Snavely, Jiajun Wu

* NeurIPS 2020. First two authors contributed equally. Project page: http://bpi.csail.mit.edu 

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NeRF++: Analyzing and Improving Neural Radiance Fields

Oct 21, 2020
Kai Zhang, Gernot Riegler, Noah Snavely, Vladlen Koltun

* Code is available at https://github.com/Kai-46/nerfplusplus; fix a minor formatting issue in Fig. 4 

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Hidden Footprints: Learning Contextual Walkability from 3D Human Trails

Aug 19, 2020
Jin Sun, Hadar Averbuch-Elor, Qianqian Wang, Noah Snavely

* European Conference on Computer Vision (ECCV) 2020 

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Learning Gradient Fields for Shape Generation

Aug 18, 2020
Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, Bharath Hariharan

* Published in ECCV 2020 (Spotlight); Project page: https://www.cs.cornell.edu/~ruojin/ShapeGF/ 

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Learning to Factorize and Relight a City

Aug 06, 2020
Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely

* ECCV 2020 (Spotlight). Supplemental Material attached 

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Crowdsampling the Plenoptic Function

Jul 30, 2020
Zhengqi Li, Wenqi Xian, Abe Davis, Noah Snavely

* ECCV, 2020 (Oral) 

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An Analysis of SVD for Deep Rotation Estimation

Jun 25, 2020
Jake Levinson, Carlos Esteves, Kefan Chen, Noah Snavely, Angjoo Kanazawa, Afshin Rostamizadeh, Ameesh Makadia


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MetaSDF: Meta-learning Signed Distance Functions

Jun 17, 2020
Vincent Sitzmann, Eric R. Chan, Richard Tucker, Noah Snavely, Gordon Wetzstein

* Project website: https://vsitzmann.github.io/metasdf/ 

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Visual Chirality

Jun 16, 2020
Zhiqiu Lin, Jin Sun, Abe Davis, Noah Snavely

* CVPR (2020), 12292-12300 
* Published at CVPR 2020, Best Paper Nomination, Oral Presentation. Project Page: https://linzhiqiu.github.io/papers/chirality/ 

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Learning Feature Descriptors using Camera Pose Supervision

Apr 28, 2020
Qianqian Wang, Xiaowei Zhou, Bharath Hariharan, Noah Snavely


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The Plant Pathology 2020 challenge dataset to classify foliar disease of apples

Apr 24, 2020
Ranjita Thapa, Noah Snavely, Serge Belongie, Awais Khan

* 11 pages, 5 figures, Kaggle competition website: https://www.kaggle.com/c/plant-pathology-2020-fgvc7, CVPR fine-grained visual categorization website: https://sites.google.com/view/fgvc7/competitions 

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Single-View View Synthesis with Multiplane Images

Apr 23, 2020
Richard Tucker, Noah Snavely


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Depth Sensing Beyond LiDAR Range

Apr 07, 2020
Kai Zhang, Jiaxin Xie, Noah Snavely, Qifeng Chen

* Accepted to CVPR 2020 

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DualSDF: Semantic Shape Manipulation using a Two-Level Representation

Apr 06, 2020
Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge Belongie

* Published in CVPR 2020 

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Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination

Mar 18, 2020
Pratul P. Srinivasan, Ben Mildenhall, Matthew Tancik, Jonathan T. Barron, Richard Tucker, Noah Snavely

* CVPR 2020. Project page: https://people.eecs.berkeley.edu/~pratul/lighthouse/ 

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Leveraging Vision Reconstruction Pipelines for Satellite Imagery

Oct 16, 2019
Kai Zhang, Jin Sun, Noah Snavely

* Project Page: https://kai-46.github.io/VisSat/ 

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GeoStyle: Discovering Fashion Trends and Events

Aug 29, 2019
Utkarsh Mall, Kevin Matzen, Bharath Hariharan, Noah Snavely, Kavita Bala

* Accepted in ICCV 2019 

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UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images

Aug 19, 2019
Wenqi Xian, Zhengqi Li, Matthew Fisher, Jonathan Eisenmann, Eli Shechtman, Noah Snavely


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DeepView: View Synthesis with Learned Gradient Descent

Jun 18, 2019
John Flynn, Michael Broxton, Paul Debevec, Matthew DuVall, Graham Fyffe, Ryan Overbeck, Noah Snavely, Richard Tucker

* See https://augmentedperception.github.io/deepview/ for more results, video and an interactive viewer 

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Pushing the Boundaries of View Extrapolation with Multiplane Images

May 01, 2019
Pratul P. Srinivasan, Richard Tucker, Jonathan T. Barron, Ravi Ramamoorthi, Ren Ng, Noah Snavely

* Oral presentation at CVPR 2019 

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Learning the Depths of Moving People by Watching Frozen People

Apr 25, 2019
Zhengqi Li, Tali Dekel, Forrester Cole, Richard Tucker, Noah Snavely, Ce Liu, William T. Freeman

* CVPR 2019 (Oral) 

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Neural Rerendering in the Wild

Apr 08, 2019
Moustafa Meshry, Dan B Goldman, Sameh Khamis, Hugues Hoppe, Rohit Pandey, Noah Snavely, Ricardo Martin-Brualla

* To be presented at CVPR 2019 (oral). Supplementary video available at http://youtu.be/E1crWQn_kmY 

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Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

Nov 30, 2018
Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely, Yoav Artzi


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MegaDepth: Learning Single-View Depth Prediction from Internet Photos

Oct 24, 2018
Zhengqi Li, Noah Snavely

* updated paper for 'MegaDepth: Learning Single-View Depth Prediction from Internet Photos', CVPR, 2018 

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CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering

Aug 26, 2018
Zhengqi Li, Noah Snavely

* ECCV, 2018 

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Layer-structured 3D Scene Inference via View Synthesis

Jul 26, 2018
Shubham Tulsiani, Richard Tucker, Noah Snavely

* Project url: http://shubhtuls.github.io/lsi 

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Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning

Jul 05, 2018
Supasorn Suwajanakorn, Noah Snavely, Jonathan Tompson, Mohammad Norouzi


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