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Author

Gilles Puy

Observed names: G. Puy, Gilles Puy A, Puy, Gilles
Observed institutions: Institut national de recherche en sciences et technologies du numérique, Valeo (France), Institut de Recherche en Informatique et Systèmes Aléatoires, Technicolor (Germany), Institut Langevin, Technicolor (France), Centre Inria de l'Université de Rennes, Technicolor (United States), Laboratoire de Droit des affaires et nouvelles technologies, OCKHAM: Optimisation, Connaissances pHysiques, Algorithmes et Modèles, ASTRA: Systèmes de transport automatisés et sécurisés, École Polytechnique Fédérale de Lausanne, ESPCI Paris
ORCID: 0000-0003-3502-980X
Observed ORCID: 0000-0003-3502-980X
OpenAlex ID: A5041253713
FLOT: Scene Flow on Point Clouds Guided by Optimal Transport
2020 · Gilles Puy, Alexandre Boulch, et al. · Lecture notes in computer science · 198
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Localizing Objects with Self-Supervised Transformers and no Labels
2021 · Siméoni, Oriane, Puy, Gilles, et al. · arXiv (Cornell University) · 190
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Random sampling of bandlimited signals on graphs
2016 · Gilles Puy, Nicolas Tremblay, et al. · Applied and Computational Harmonic Analysis · 186
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving
2023 · Angelika Ando, Spyros Gidaris, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 165
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Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
2022 · Corentin Sautier, Gilles Puy, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 130
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A Compressed Sensing Framework for Magnetic Resonance Fingerprinting
2014 · Mike Davies, Gilles Puy, et al. · SIAM Journal on Imaging Sciences · 127
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Fast Robust PCA on Graphs
2016 · Nauman Shahid, Nathanael Perraudin, et al. · IEEE Journal of Selected Topics in Signal Processing · 112
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Spread Spectrum Magnetic Resonance Imaging
2011 · G. Puy, J. P. Marques, et al. · IEEE Transactions on Medical Imaging · 101
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Convex Optimization Approaches for Blind Sensor Calibration Using Sparsity
2014 · Cagdas Bilen, Gilles Puy, et al. · IEEE Transactions on Signal Processing · 98
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OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning
2021 · Spyros Gidaris, Andrei Bursuc, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 93
Unsupervised Object Localization: Observing the Background to Discover Objects
2023 · Oriane Siméoni, Chloé Sekkat, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 85
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FKAConv: Feature-Kernel Alignment for Point Cloud Convolution
2021 · Alexandre Boulch, Gilles Puy, et al. · Lecture notes in computer science · 81
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Compressive Spectral Clustering
2016 · Tremblay, Nicolas, Puy, Gilles, et al. · arXiv (Cornell University) · 80
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PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds
2021 · Anh-Quan Cao, Gilles Puy, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 70
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Recipes for Stable Linear Embeddings From Hilbert Spaces to $ {\mathbb {R}}^{m}$
2017 · Gilles Puy, Mike E. Davies, et al. · IEEE Transactions on Information Theory · 68
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Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation
2023 · Gilles Puy, Alexandre Boulch, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 67
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Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds
2021 · Bjorn Michele, Alexandre Boulch, et al. · International Conference on 3D Vision (3DV) · 65
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High Resolution Face Age Editing
2021 · Xu Yao, Gilles Puy, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 64
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Localizing Objects with Self-supervised Transformers and no Labels
2021 · Oriane Siméoni, Gilles Puy, et al. · British Machine Vision Conference (BMVC) · 64
ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation
2023 · Alexandre Boulch, Corentin Sautier, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 59
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UNLocBoX A matlab convex optimization toolbox using proximal splitting methods.
2014 · Nathanaël Perraudin, David I Shuman, et al. · arXiv (Cornell University) · 57
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques
2012 · Gilles Puy, Pierre Vandergheynst, et al. · EURASIP Journal on Advances in Signal Processing · 49
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Compressed Sensing in Hilbert Spaces
2017 · Yann Traonmilin, Gilles Puy, et al. · Applied and numerical harmonic analysis · 43
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Three Pillars Improving Vision Foundation Model Distillation for Lidar
2024 · Gilles Puy, Spyros Gidaris, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 36
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Compressed sensing reconstruction of a string signal from interferometric observations of the cosmic microwave background
2010 · Y. Wiaux, G. Puy, et al. · Monthly Notices of the Royal Astronomical Society · 33
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Works count: 114
Citation count: 2,771
H-index: 27
I10-index: 39
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