20 citations · 133 across the 20 of their papers we have counts for
21 papers
Functional renormalization group for multilinear disordered Langevin dynamics II: Revisiting the spin dynamics for Wigner and Wishart ensembles
Vincent Lahoche, Dine Ousmane Samary, Mohamed Tamaazousti
In this paper, we investigate the large-time behavior for a slightly modified version of the standard p=2 soft spins dynamics model, including a quartic or higher potential. The eq…
EpipolarNVS: leveraging on Epipolar geometry for single-image Novel View Synthesis
Gaétan Landreau, Mohamed Tamaazousti
Novel-view synthesis (NVS) can be tackled through different approaches, depending on the general setting: a single source image to a short video sequence, exact or noisy camera pos…
Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha Mask
Gaëtan Landreau, Mohamed Tamaazousti
Image-based 3D reconstruction has increasingly stunning results over the past few years with the latest improvements in computer vision and graphics. Geometry and topology are two…
Trustworthiness of Laser-Induced Breakdown Spectroscopy Predictions via Simulation-based Synthetic Data Augmentation and Multitask Learning
Riccardo Finotello, Daniel L'Hermite, Celine Quéré +3
We consider quantitative analyses of spectral data using laser-induced breakdown spectroscopy. We address the small size of training data available, and the validation of the predi…
Self-Improving SLAM in Dynamic Environments: Learning When to Mask
Adrian Bojko, Romain Dupont, Mohamed Tamaazousti +1
Visual SLAM - Simultaneous Localization and Mapping - in dynamic environments typically relies on identifying and masking image features on moving objects to prevent them from nega…
The Tensor Track VII: From Quantum Gravity to Artificial Intelligence
Mohamed Ouerfelli, Vincent Rivasseau, Mohamed Tamaazousti
Assuming some familiarity with quantum field theory and with the tensor track approach that one of us presented in the previous series Tensor Track I to VI, we provide, as usual, t…