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Take One Gram of Neural Features, Get Enhanced Group Robustness


Aug 26, 2022
Simon Roburin, Charles Corbière, Gilles Puy, Nicolas Thome, Matthieu Aubry, Renaud Marlet, Patrick Pérez

* OOD-CV Workshop @ ECCV 2022 

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Self-supervised learning with rotation-invariant kernels


Jul 28, 2022
Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval


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Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data


Mar 30, 2022
Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet

* Accepted to CVPR2022 

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NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping


Dec 02, 2021
Alexandre Boulch, Pierre-Alain Langlois, Gilles Puy, Renaud Marlet

* International Conference on 3D Vision (3DV), 2021 
* 22 pages 

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$\textit{FacialFilmroll}$: High-resolution multi-shot video editing


Oct 05, 2021
Bharath Bhushan Damodaran, Emmanuel Jolly, Gilles Puy, Philippe Henri Gosselin, Cédric Thébault, Junghyun Ahn, Tim Christensen, Paul Ghezzo, Pierre Hellier

* European Conference on Visual Media Production (CVMP '21), 2021 
* European Conference on Visual Media Production (CVMP '21) 

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PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds


Oct 04, 2021
Anh-Quan Cao, Gilles Puy, Alexandre Boulch, Renaud Marlet

* ICCV21 

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Localizing Objects with Self-Supervised Transformers and no Labels


Sep 29, 2021
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce


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Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Cloud


Aug 23, 2021
Björn Michele, Alexandre Boulch, Gilles Puy, Maxime Bucher, Renaud Marlet


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Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning


Dec 21, 2020
Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Pérez

* Technical report. Code at https://github.com/valeoai/obow 

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