Julien Rabin

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 41

Top Topics

Precision Recall

Generative Model

Feature Distributions

Texture Synthesis

Top Venues

J. Math. Imaging Vis.

Publications

Benjamin Samuth, Julien Rabin, David Tschumperlé, Frédéric Jurie
LATENTPATCH: A Non-Parametric Approach for Face Generation and Editing. CoRR (2024)
Benjamin Sykes, Loïc Simon, Julien Rabin
Unifying and extending Precision Recall metrics for assessing generative models. CoRR (2024)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions. J. Math. Imaging Vis. 65 (1) (2023)
Rodrigue Siry, Ryan Webster, Loïc Simon, Julien Rabin
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity. J. Mach. Learn. Res. 24 (2023)
Benjamin Samuth, Julien Rabin, David Tschumperlé, Frédéric Jurie
LatentPatch: A Non-Parametric Approach for Face Generation and Editing. ICIP (2023)
Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie
On the De-duplication of LAION-2B. CoRR (2023)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs. Trans. Mach. Learn. Res. 2023 (2023)
Jalal Fadili, Abderrahim El Moataz, Loïc Simon, Julien Rabin, Yvain Quéau
Guest Editorial JMIV Special Issue SSVM'21. J. Math. Imaging Vis. 65 (1) (2023)
Benjamin Samuth, David Tschumperlé, Julien Rabin
A Patch-Based Approach for Artistic Style Transfer Via Constrained Multi-Scale Image Matching. ICIP (2022)
Thibault Durand, Julien Rabin, David Tschumperlé
Modular and Lightweight Networks for Bi-Scale Style Transfer. ICIP (2022)
Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie
Width-Wise Parameter Sharing for Multi-Domain Gan Learning. ICIP (2022)
Amitoz Azad, Julien Rabin, Abderrahim Elmoataz
Variational models for signal processing with Graph Neural Networks. CoRR (2021)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
On the Existence of Optimal Transport Gradient for Learning Generative Models. CoRR (2021)
Arthur Leclaire, Julien Rabin
A Stochastic Multi-layer Algorithm for Semi-discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer. J. Math. Imaging Vis. 63 (2) (2021)
Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie
This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces. CoRR (2021)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
Wasserstein Generative Models for Patch-Based Texture Synthesis. SSVM (2021)
Amitoz Azad, Julien Rabin, Abderrahim Elmoataz
Variational Models for Signal Processing with Graph Neural Networks. SSVM (2021)
Thibault Durand, Julien Rabin, David Tschumperlé
Shallow Multi-Scale Network For Stylized Super-Resolution. ICIP (2021)
Loïc Simon, Julien Rabin, Ryan Webster
Equivalence of several curves assessing the similarity between probability distributions. CoRR (2020)
Jorge Gutierrez, Julien Rabin, Bruno Galerne, Thomas Hurtut
On Demand Solid Texture Synthesis Using Deep 3D Networks. CoRR (2020)
Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie
Generating Private Data Surrogates for Vision Related Tasks. ICPR (2020)
Jorge Gutierrez, Julien Rabin, Bruno Galerne, Thomas Hurtut
On Demand Solid Texture Synthesis Using Deep 3D Networks. Comput. Graph. Forum 39 (1) (2020)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
Wasserstein Generative Models for Patch-based Texture Synthesis. CoRR (2020)
Loïc Simon, Ryan Webster, Julien Rabin
Revisiting Precision and Recall Definition for Generative Model Evaluation. CoRR (2019)
Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie
Detecting Overfitting of Deep Generative Networks via Latent Recovery. CoRR (2019)
Arthur Leclaire, Julien Rabin
A Fast Multi-layer Approximation to Semi-discrete Optimal Transport. SSVM (2019)
Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie
Detecting Overfitting of Deep Generative Networks via Latent Recovery. CVPR (2019)
Loïc Simon, Ryan Webster, Julien Rabin
Revisiting precision recall definition for generative modeling. ICML (2019)
Bruno Galerne, Arthur Leclaire, Julien Rabin
A Texture Synthesis Model Based on Semi-Discrete Optimal Transport in Patch Space. SIAM J. Imaging Sci. 11 (4) (2018)
Sonia Tabti, Julien Rabin, Abderrahim Elmoataz
Symmetric Upwind Scheme for Discrete Weighted Total Variation. ICASSP (2018)
Bruno Galerne, Arthur Leclaire, Julien Rabin
Semi-discrete Optimal Transport in Patch Space for Enriching Gaussian Textures. GSI (2017)
Ronan Sicre, Julien Rabin, Yannis Avrithis, Teddy Furon, Frédéric Jurie, Ewa Kijak
Automatic Discovery of Discriminative Parts as a Quadratic Assignment Problem. ICCV Workshops (2017)
Nicolas Papadakis, Julien Rabin
Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost. J. Math. Imaging Vis. 59 (2) (2017)
Jorge Gutierrez, Julien Rabin, Bruno Galerne, Thomas Hurtut
Optimal Patch Assignment for Statistically Constrained Texture Synthesis. SSVM (2017)
Nicolas Papadakis, Julien Rabin
Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost. CoRR (2016)
Ronan Sicre, Julien Rabin, Yannis Avrithis, Teddy Furon, Frédéric Jurie
Automatic discovery of discriminative parts as a quadratic assignment problem. CoRR (2016)
Julien Rabin, Nicolas Papadakis
Non-convex Relaxation of Optimal Transport for Color Transfer Between Images. GSI (2015)
Julien Rabin, Nicolas Papadakis
Convex Color Image Segmentation with Optimal Transport Distances. CoRR (2015)
Julien Rabin, Nicolas Papadakis
Convex Color Image Segmentation with Optimal Transport Distances. SSVM (2015)
Edouard Oyallon, Julien Rabin
An Analysis of the SURF Method. Image Process. Line 5 (2015)
Nicolas Bonneel, Julien Rabin, Gabriel Peyré, Hanspeter Pfister
Sliced and Radon Wasserstein Barycenters of Measures. J. Math. Imaging Vis. 51 (1) (2015)
Thibaud Briand, Jonathan Vacher, Bruno Galerne, Julien Rabin
The Heeger & Bergen Pyramid Based Texture Synthesis Algorithm. Image Process. Line 4 (2014)
Julien Rabin, Sira Ferradans, Nicolas Papadakis
Adaptive color transfer with relaxed optimal transport. ICIP (2014)
Trond Lossius, Théo de la Hogue, Pascal Baltazar, Timothy A. Place, Nathan Wolek, Julien Rabin
Model-View-Controller separation in Max using Jamoma. ICMC (2014)
Sira Ferradans, Nicolas Papadakis, Julien Rabin, Gabriel Peyré, Jean-François Aujol
Regularized Discrete Optimal Transport. SSVM (2013)
Gabriel Peyré, Jalal Fadili, Julien Rabin
Wasserstein active contours. ICIP (2012)
Julien Rabin, Gabriel Peyré, Julie Delon, Marc Bernot
Wasserstein Barycenter and Its Application to Texture Mixing. SSVM (2011)
Julien Rabin, Julie Delon, Yann Gousseau
Transportation Distances on the Circle. J. Math. Imaging Vis. 41 (1-2) (2011)
Julien Rabin, Gabriel Peyré
Wasserstein regularization of imaging problem. ICIP (2011)
Julien Rabin, Julie Delon, Yann Gousseau
Removing Artefacts From Color and Contrast Modifications. IEEE Trans. Image Process. 20 (11) (2011)
Julien Rabin, Julie Delon, Yann Gousseau
Regularization of transportation maps for color and contrast transfer. ICIP (2010)
Julien Rabin, Gabriel Peyré, Laurent D. Cohen
Geodesic Shape Retrieval via Optimal Mass Transport. ECCV (5) (2010)
Julien Rabin, Julie Delon, Yann Gousseau
A Statistical Approach to the Matching of Local Features. SIAM J. Imaging Sci. 2 (3) (2009)
Julien Rabin, Julie Delon, Yann Gousseau
A contrario matching of SIFT-like descriptors. ICPR (2008)
Julien Rabin, Julie Delon, Yann Gousseau
Circular Earth Mover's Distance for the comparison of local features. ICPR (2008)