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Urban Radiance Fields


Nov 29, 2021
Konstantinos Rematas, Andrew Liu, Pratul P. Srinivasan, Jonathan T. Barron, Andrea Tagliasacchi, Thomas Funkhouser, Vittorio Ferrari

* Project: https://urban-radiance-fields.github.io/ 

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Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos


Nov 29, 2021
Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari, Marc Pollefeys


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Transferability Metrics for Selecting Source Model Ensembles


Nov 25, 2021
Andrea Agostinelli, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari


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Transferability Estimation using Bhattacharyya Class Separability


Nov 24, 2021
Michal Pándy, Andrea Agostinelli, Jasper Uijlings, Vittorio Ferrari, Thomas Mensink


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Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo


Oct 11, 2021
Francesco Sarno, Suryansh Kumar, Berk Kaya, Zhiwu Huang, Vittorio Ferrari, Luc Van Gool

* Accepted for publication at IEEE/CVF, WACV 2022. (11 pages) 

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Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo


Oct 11, 2021
Berk Kaya, Suryansh Kumar, Francesco Sarno, Vittorio Ferrari, Luc Van Gool

* Accepted for publication at IEEE/CVF WACV 2022. 18 pages 

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Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects


Jun 16, 2021
Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari, Marc Pollefeys

* 15 pages, 8 figures, 2 tables 

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A Step Toward More Inclusive People Annotations for Fairness


May 05, 2021
Candice Schumann, Susanna Ricco, Utsav Prabhu, Vittorio Ferrari, Caroline Pantofaru

* AIES (2021) 

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Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types


Mar 24, 2021
Thomas Mensink, Jasper Uijlings, Alina Kuznetsova, Michael Gygli, Vittorio Ferrari

* submitted to TPAMI 

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ShaRF: Shape-conditioned Radiance Fields from a Single View


Feb 17, 2021
Konstantinos Rematas, Ricardo Martin-Brualla, Vittorio Ferrari

* Project page: http://www.krematas.com/sharf/index.html 

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Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval


Feb 09, 2021
Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut


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From Points to Multi-Object 3D Reconstruction


Dec 21, 2020
Francis Engelmann, Konstantinos Rematas, Bastian Leibe, Vittorio Ferrari


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Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces


Dec 12, 2020
Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool

* 18 pages, 21 Figures, 4 tables 

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Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos


Dec 08, 2020
Kevis-Kokitsi Maninis, Stefan Popov, Matthias Nießner, Vittorio Ferrari

* Video: https://www.youtube.com/watch?v=R1cXg0vpwe4 | Project page: https://www.kmaninis.com/vid2cad/ 

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DeFMO: Deblurring and Shape Recovery of Fast Moving Objects


Dec 01, 2020
Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari, Jiri Matas, Marc Pollefeys


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Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity


Jul 16, 2020
Mykhaylo Andriluka, Stefano Pellegrini, Stefan Popov, Vittorio Ferrari


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CoReNet: Coherent 3D scene reconstruction from a single RGB image


Apr 27, 2020
Stefan Popov, Pablo Bauszat, Vittorio Ferrari


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Training Neural Networks to Produce Compatible Features


Apr 08, 2020
Michael Gygli, Jasper Uijlings, Vittorio Ferrari


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C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds


Dec 15, 2019
Albert Pumarola, Stefan Popov, Francesc Moreno-Noguer, Vittorio Ferrari


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Neural Voxel Renderer: Learning an Accurate and Controllable Rendering Tool


Dec 10, 2019
Konstantinos Rematas, Vittorio Ferrari

* Additional results: http://www.krematas.com/nvr/index.html 

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Connecting Vision and Language with Localized Narratives


Dec 06, 2019
Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari


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Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images


Dec 01, 2019
Zhaohui Yang, Miaojing Shi, Yannis Avrithis, Chao Xu, Vittorio Ferrari


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Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections


Nov 28, 2019
Theodora Kontogianni, Michael Gygli, Jasper Uijlings, Vittorio Ferrari


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Panoptic Image Annotation with a Collaborative Assistant


Jun 17, 2019
Jasper R. R. Uijlings, Mykhaylo Andriluka, Vittorio Ferrari


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Natural Vocabulary Emerges from Free-Form Annotations


Jun 04, 2019
Jordi Pont-Tuset, Michael Gygli, Vittorio Ferrari


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Efficient Object Annotation via Speaking and Pointing


May 25, 2019
Michael Gygli, Vittorio Ferrari

* this article is an extension of arXiv:1811.09461, which was published at CVPR 2019 

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Large-scale interactive object segmentation with human annotators


Apr 17, 2019
Rodrigo Benenson, Stefan Popov, Vittorio Ferrari

* Accepted at CVPR2019 

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Learning single-image 3D reconstruction by generative modelling of shape, pose and shading


Jan 19, 2019
Paul Henderson, Vittorio Ferrari

* Journal extension of arXiv:1807.09259. Differentiable renderer available at https://github.com/pmh47/dirt 

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Interactive Full Image Segmentation


Dec 05, 2018
Eirikur Agustsson, Jasper R. R. Uijlings, Vittorio Ferrari


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Fast Object Class Labelling via Speech


Nov 23, 2018
Michael Gygli, Vittorio Ferrari


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