Gabriel Peyré - Publications, H-index & Citations

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Gabriel Peyré

université psl

57H-index

372Paper Count

1.5WCitation Count

Published Papers 18

Publication Date

STORIES: learning cell fate landscapes from spatial transcriptomics using optimal transport

Nature Methods

IF32.1

2025-11-03

OAAI

Geert-Jan Huizing; Jules Samaran; Daniele Capocefalo; Anna Audit; Gabriel Peyré; Laura Cantini

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Understanding the training of infinitely deep and wide ResNets with conditional optimal transport

Communications on Pure and Applied Mathematics

IF2.7

2025-06-20

OAAI

Raphaël Barboni; Gabriel Peyré; François-Xavier Vialard

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scPRINT: pre-training on 50 million cells allows robust gene network predictions

NATURE COMMUNICATIONS

IF15.7

2025-04-16

OAAI

Kalfon, Jeremie; Samaran, Jules; Peyre, Gabriel; Cantini, Laura

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scConfluence: single-cell diagonal integration with regularized Inverse Optimal Transport on weakly connected features

NATURE COMMUNICATIONS

IF15.7

2024-09-05

OAAI

Samaran, Jules; Peyre, Gabriel; Cantini, Laura

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Computational Optimal Transport

FOUNDATIONS AND TRENDS IN MACHINE LEARNING

IF25.4

2019-01-01

1.6K

PREAI

Peyre, Gabriel; Cuturi, Marco

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ADAPTIVE SUP-NORM ESTIMATION OF THE WIGNER FUNCTION IN NOISY QUANTUM HOMODYNE TOMOGRAPHY

ANNALS OF STATISTICS

IF3.7

2018-06-01

OAAI

Lounici, Karim; Meziani, Katia; Peyre, Gabriel

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Semidual Regularized Optimal Transport

SIAM REVIEW

IF6.1

2018-01-01

OAAI

Cuturi, Marco; Peyre, Gabriel

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Wasserstein Barycentric Coordinates: Histogram Regression Using Optimal Transport

ACM TRANSACTIONS ON GRAPHICS

IF9.5

2016-07-11

OAAI

Bonneel, Nicolas; Peyre, Gabriel; Cuturi, Marco

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Entropic Metric Alignment for Correspondence Problems

ACM TRANSACTIONS ON GRAPHICS

IF9.5

2016-07-11

118

OAAI

Solomon, Justin; Peyre, Gabriel; Kim, Vladimir G.; Sra, Suvrit

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Convolutional Wasserstein Distances: Efficient Optimal Transportation on Geometric Domains

ACM TRANSACTIONS ON GRAPHICS

IF9.5

2015-07-27

372

OAAI

Solomon, Justin; de Goes, Fernando; Peyre, Gabriel; Cuturi, Marco; Butscher, Adrian; Nguyen, Andy; Du, Tao; Guibas, Leonidas

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ITERATIVE BREGMAN PROJECTIONS FOR REGULARIZED TRANSPORTATION PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2015-01-01

470

OAAI

Benamou, Jean-David; Carlier, Guillaume; Cuturi, Marco; Nenna, Luca; Peyre, Gabriel

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On growth and formlets: Sparse multi-scale coding of planar shape

IMAGE AND VISION COMPUTING

IF4.2

2013-01-01

OAAI

Elder, James H.; Oleskiw, Timothy D.; Yakubovich, Alex; Peyre, Gabriel

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A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity

SIGNAL PROCESSING

IF3.6

2011-12-01

OAAI

Jacques, Laurent; Duval, Laurent; Chaux, Caroline; Peyre, Gabriel

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A PROJECTION APPROACH TO THE NUMERICAL ANALYSIS OF LIMIT LOAD PROBLEMS

MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES

IF3

2011-10-24

OAAI

Carlier, Guillaume; Comte, Myriam; Ionescu, Ioan; Peyre, Gabriel

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A Review of Adaptive Image Representations

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2011-09-01

OAAI

Peyre, Gabriel

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Total Variation Projection With First Order Schemes

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2011-03-01

OAAI

Fadili, Jalal M.; Peyre, Gabriel

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Geodesic remeshing using front propagation

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2006-05-01

141

PREAI

Peyré, Gabriel; Cohen, Laurent D.

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Surface compression with geometric bandelets

ACM TRANSACTIONS ON GRAPHICS

IF9.5

2005-07-01

143

OAAI

Peyré, G; Mallat, S

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Research Directions