Drumetz, Lucas
- Spherical Sliced-Wasserstein
2022/06/17 by Clément Bonet, Paul Berg, Bonet, Clément +9 · 4 citations
Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
- Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds
2024/03/11 by Clément Bonet, Bonet, Clément, Lucas Drumetz +3 · 7 citations
Mathematics · Medicine · #Advanced Operator Algebra Research #FOS: Computer and information sciences #Facial Rejuvenation and Surgery Techniques #Homotopy and Cohomology in Algebraic Topology #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning stochastic dynamical systems with neural networks mimicking the\n Euler-Maruyama scheme
2021/05/18 by Lucas Drumetz, Dridi, Noura, Ronan Fablet +2 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
- Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
2023/03/10 by Clément Bonet, Bonet, Clément, Benoît Malézieux +11 · 3 citations
Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections
2022/11/18 by Bonet, Clément, Chapel, Laetitia, Drumetz, Lucas +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using a\n State-Space Model Formulation
2019/11/27 by Lucas Drumetz, Drumetz, Lucas, Mauro Dalla Mura +5 · 1 citation
Chemistry · Computer Science · Engineering · #FOS: Electrical engineering #Geochemistry and Geologic Mapping #Image and Video Processing (eess.IV) #Remote-Sensing Image Classification #Spectroscopy and Chemometric Analyses #electronic engineering #information engineering
- Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations
2020/09/04 by Nguyen, Duong, Ouala, Said, Drumetz, Lucas +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Efficient Gradient Flows in Sliced-Wasserstein Space
2021/10/21 by Clément Bonet, Nicolas Courty, Bonet, Clément +5 · 1 citation
Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Advanced Image Processing Techniques #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)