Delon, Julie

1. A Wasserstein-type distance in the space of Gaussian Mixture Models
   2019/07/11 by Julie Delon, Delon, Julie, Agnès Desolneux +1 · 14 citations
   Environmental Science · Mathematics · #FOS: Mathematics #Heavy Metal Exposure and Toxicity #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Point processes and geometric inequalities
2. FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow\n Estimation
   2019/07/01 by Matias Tassano, Julie Delon, Tassano, Matias +3 · 12 citations
   Computer Science · #Image and Signal Denoising Methods #Advanced Image Processing Techniques #Advanced Vision and Imaging
3. Wasserstein Distances, Geodesics and Barycenters of Merge Trees
   2021/07/16 by Pont, Mathieu, Vidal, Jules, Delon, Julie +1 · 10 citations
   #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. Gromov-Wasserstein Distances between Gaussian Distributions
   2021/04/16 by Antoine Salmona, Julie Delon, Salmona, Antoine +3 · 5 citations
   Mathematics · Computer Science · #Geometric Analysis and Curvature Flows #Topological and Geometric Data Analysis #Point processes and geometric inequalities
5. Can Push-forward Generative Models Fit Multimodal Distributions?
   2022/06/29 by Salmona, Antoine, de Bortoli, Valentin, Delon, Julie +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Video Restoration with a Deep Plug-and-Play Prior
   2022/09/06 by Antoine Monod, Monod, Antoine, Julie Delon +5 · 2 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #I.4 #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #electronic engineering #information engineering
7. On the Relation between Rectified Flows and Optimal Transport
   2025/05/26 by Johannes Hertrich, Hertrich, Johannes, Antonin Chambolle +3 · 1 voice · 4 citations
   Engineering · #Traffic control and management #cs.LG #math.PR #stat.ML
8. A User's Guide to Sampling Strategies for Sliced Optimal Transport
   2025/02/04 by Sisouk, Keanu, Delon, Julie, Tierny, Julien · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)
9. Wasserstein Dictionaries of Persistence Diagrams
   2023/04/28 by Sisouk, Keanu, Delon, Julie, Tierny, Julien · 2 citations
   #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
10. Reconstructing discrete measures from projections. Consequences on the empirical Sliced Wasserstein Distance
    2023/04/24 by Tanguy, Eloi, Flamary, Rémi, Delon, Julie · 1 citation
    #FOS: Mathematics #Probability (math.PR)
11. Gromov-Wasserstein-like Distances in the Gaussian Mixture Models Space
    2023/10/17 by Salmona, Antoine, Delon, Julie, Desolneux, Agnès · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
12. Computing Barycentres of Measures for Generic Transport Costs
    2024/12/20 by Eloi Tanguy, Julie Delon, Tanguy, Eloi +3 · 2 citations
    #math.NA #cs.NA #math.PR