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Rethinking Positional Encoding


Jul 13, 2021
Jianqiao Zheng, Sameera Ramasinghe, Simon Lucey


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On the Bias Against Inductive Biases


May 28, 2021
George Cazenavette, Simon Lucey

* Under Review at NeurIPS 2021 

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Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization


May 18, 2021
Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel


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Neural Trajectory Fields for Dynamic Novel View Synthesis


May 12, 2021
Chaoyang Wang, Ben Eckart, Simon Lucey, Orazio Gallo


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BARF: Bundle-Adjusting Neural Radiance Fields


Apr 13, 2021
Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, Simon Lucey


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PAUL: Procrustean Autoencoder for Unsupervised Lifting


Mar 31, 2021
Chaoyang Wang, Simon Lucey


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Reframing Neural Networks: Deep Structure in Overcomplete Representations


Mar 10, 2021
Calvin Murdock, Simon Lucey

* arXiv admin note: substantial text overlap with arXiv:2003.13866 

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Architectural Adversarial Robustness: The Case for Deep Pursuit


Nov 29, 2020
George Cazenavette, Calvin Murdock, Simon Lucey

* 11 pages, 14 figures 

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Scene Flow from Point Clouds with or without Learning


Oct 31, 2020
Jhony Kaesemodel Pontes, James Hays, Simon Lucey

* International Conference on 3D Vision (3DV 2020) 

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SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images


Oct 20, 2020
Chen-Hsuan Lin, Chaoyang Wang, Simon Lucey

* Accepted to NeurIPS 2020. Project page & code: https://chenhsuanlin.bitbucket.io/signed-distance-SRN/ 

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MaskNet: A Fully-Convolutional Network to Estimate Inlier Points


Oct 19, 2020
Vinit Sarode, Animesh Dhagat, Rangaprasad Arun Srivatsan, Nicolas Zevallos, Simon Lucey, Howie Choset

* Accepted at International Conference on 3D Vision (3DV, 2020) 

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Joint Pose and Shape Estimation of Vehicles from LiDAR Data


Sep 08, 2020
Hunter Goforth, Xiaoyan Hu, Michael Happold, Simon Lucey


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Deterministic PointNetLK for Generalized Registration


Aug 21, 2020
Xueqian Li, Jhony Kaesemodel Pontes, Simon Lucey


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Dataless Model Selection with the Deep Frame Potential


Mar 30, 2020
Calvin Murdock, Simon Lucey

* Oral presentation at the Conference on Computer Vision and Pattern Recognition (CVPR), 2020 

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When to Use Convolutional Neural Networks for Inverse Problems


Mar 30, 2020
Nathaniel Chodosh, Simon Lucey

* CVPR 2020 Poster 

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High Accuracy Face Geometry Capture using a Smartphone Video


Mar 19, 2020
Shubham Agrawal, Anuj Pahuja, Simon Lucey

* The IEEE Winter Conference on Applications of Computer Vision (WACV), 2020, pp. 81-90 
* Presented at The IEEE Winter Conference on Applications of Computer Vision (WACV), 2020, pp. 81-90 

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Deep NRSfM++: Towards 3D Reconstruction in the Wild


Jan 27, 2020
Chaoyang Wang, Chen-Hsuan Lin, Simon Lucey


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One Framework to Register Them All: PointNet Encoding for Point Cloud Alignment


Dec 12, 2019
Vinit Sarode, Xueqian Li, Hunter Goforth, Yasuhiro Aoki, Animesh Dhagat, Rangaprasad Arun Srivatsan, Simon Lucey, Howie Choset

* 10 pages. arXiv admin note: substantial text overlap with arXiv:1908.07906 

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Argoverse: 3D Tracking and Forecasting with Rich Maps


Nov 06, 2019
Ming-Fang Chang, John Lambert, Patsorn Sangkloy, Jagjeet Singh, Slawomir Bak, Andrew Hartnett, De Wang, Peter Carr, Simon Lucey, Deva Ramanan, James Hays

* CVPR 2019 

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Deep Non-Rigid Structure from Motion with Missing Data


Sep 06, 2019
Chen Kong, Simon Lucey

* Submission to PAMI 

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PCRNet: Point Cloud Registration Network using PointNet Encoding


Aug 21, 2019
Vinit Sarode, Xueqian Li, Hunter Goforth, Yasuhiro Aoki, Rangaprasad Arun Srivatsan, Simon Lucey, Howie Choset


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Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning


Aug 18, 2019
Chaoyang Wang, Chen Kong, Simon Lucey


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Deep Non-Rigid Structure from Motion


Aug 11, 2019
Chen Kong, Simon Lucey

* Oral Paper in ICCV 2019. arXiv admin note: substantial text overlap with arXiv:1902.10840, arXiv:1907.13123 

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Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency


Jun 06, 2019
Tejas Khot, Shubham Agrawal, Shubham Tulsiani, Christoph Mertz, Simon Lucey, Martial Hebert


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Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes


Apr 25, 2019
Chaoyang Wang, Simon Lucey, Federico Perazzi, Oliver Wang


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PointNetLK: Robust & Efficient Point Cloud Registration using PointNet


Apr 04, 2019
Yasuhiro Aoki, Hunter Goforth, Rangaprasad Arun Srivatsan, Simon Lucey

* Accepted in CVPR 2019. v2: updated affiliations, additional result in Fig 1 

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