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Persistent Mixture Model Networks for Few-Shot Image Classification


Nov 24, 2020
Arman Afrasiyabi, Jean-François Lalonde, Christian Gagné


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Deep SVBRDF Estimation on Real Materials


Oct 08, 2020
Louis-Philippe Asselin, Denis Laurendeau, Jean-François Lalonde

* Accepted submission to 3DV 2020. Project page https://lvsn.github.io/real-svbrdf 

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Rain rendering for evaluating and improving robustness to bad weather


Sep 06, 2020
Maxime Tremblay, Shirsendu Sukanta Halder, Raoul de Charette, Jean-François Lalonde

* 19 pages, 19 figures, IJCV 2020 preprint. arXiv admin note: text overlap with arXiv:1908.10335 

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RGB-D-E: Event Camera Calibration for Fast 6-DOF Object Tracking


Jun 09, 2020
Etienne Dubeau, Mathieu Garon, Benoit Debaque, Raoul de Charette, Jean-François Lalonde

* 8 pages, 8 figures 

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Input Dropout for Spatially Aligned Modalities


Feb 07, 2020
Sébastien de Blois, Mathieu Garon, Christian Gagné, Jean-François Lalonde

* 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Associative Alignment for Few-shot Image Classification


Dec 11, 2019
Arman Afrasiyabi, Jean-François Lalonde, Christian Gagné


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Learning to Match Templates for Unseen Instance Detection


Nov 26, 2019
Jean-Philippe Mercier, Mathieu Garon, Philippe Giguère, Jean-François Lalonde


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Deep Parametric Indoor Lighting Estimation


Oct 19, 2019
Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, Jean-François Lalonde


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Physics-Based Rendering for Improving Robustness to Rain


Aug 27, 2019
Shirsendu Sukanta Halder, Jean-François Lalonde, Raoul de Charette

* ICCV 2019. Supplementary pdf / videos available on project page 

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All-Weather Deep Outdoor Lighting Estimation


Jun 12, 2019
Jinsong Zhang, Kalyan Sunkavalli, Yannick Hold-Geoffroy, Sunil Hadap, Jonathan Eisenmann, Jean-François Lalonde

* 8 pages, CVPR 19. Project page: http://lvsn.github.io/allweather 

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Fast Spatially-Varying Indoor Lighting Estimation


Jun 10, 2019
Mathieu Garon, Kalyan Sunkavalli, Sunil Hadap, Nathan Carr, Jean-François Lalonde

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019, pp. 6908-6917 
* CVPR19 

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Structural Decompositions for End-to-End Relighting


Jun 07, 2019
Thomas Nestmeyer, Iain Matthews, Jean-François Lalonde, Andreas M. Lehrmann


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Deep Sky Modeling for Single Image Outdoor Lighting Estimation


May 10, 2019
Yannick Hold-Geoffroy, Akshaya Athawale, Jean-François Lalonde

* CVPR'19 paper 

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Deep Photovoltaic Nowcasting


Oct 15, 2018
Jinsong Zhang, Rodrigo Verschae, Shohei Nobuhara, Jean-François Lalonde

* 28 pages, 10 figure, 4 tables, preprint accepted to Solar Energy 

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A Framework for Evaluating 6-DOF Object Trackers


Sep 06, 2018
Mathieu Garon, Denis Laurendeau, Jean-François Lalonde

* Project website : http://vision.gel.ulaval.ca/~jflalonde/projects/6dofObjectTracking/index.html 

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Learning to Estimate Indoor Lighting from 3D Objects


Aug 13, 2018
Henrique Weber, Donald Prévost, Jean-François Lalonde

* 3DV 2018 - International Conference on 3D Vision 

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Deep Photometric Stereo on a Sunny Day


May 10, 2018
Yannick Hold-Geoffroy, Paulo F. U. Gotardo, Jean-François Lalonde


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A Perceptual Measure for Deep Single Image Camera Calibration


Apr 22, 2018
Yannick Hold-Geoffroy, Kalyan Sunkavalli, Jonathan Eisenmann, Matt Fisher, Emiliano Gambaretto, Sunil Hadap, Jean-François Lalonde

* Published at CVPR'18 

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Deep Outdoor Illumination Estimation


Apr 11, 2018
Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde

* CVPR'17 preprint, 8 pages + 2 pages of citations, 12 figures 

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Learning to Predict Indoor Illumination from a Single Image


Nov 21, 2017
Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde


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Learning High Dynamic Range from Outdoor Panoramas


Nov 07, 2017
Jinsong Zhang, Jean-François Lalonde

* 8 pages + 2 pages of citations, 10 figures. Accepted as an oral paper at ICCV 2017 

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Deep 6-DOF Tracking


Aug 15, 2017
Mathieu Garon, Jean-François Lalonde

* IEEE Transactions on Visualization and Computer Graphics 2017 
* 9 pages, 9 figures, ISMAR 2017, TVCG special edition Website: http://vision.gel.ulaval.ca/~jflalonde/projects/deepTracking/index.html 

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