no code implementations • 24 Dec 2023 • Christian Simon, Sen He, Juan-Manuel Perez-Rua, Mengmeng Xu, Amine Benhalloum, Tao Xiang
Solving image-to-3D from a single view is an ill-posed problem, and current neural reconstruction methods addressing it through diffusion models still rely on scene-specific optimization, constraining their generalization capability.
no code implementations • 18 Sep 2022 • Imad Aouali, Amine Benhalloum, Martin Bompaire, Benjamin Heymann, Olivier Jeunen, David Rohde, Otmane Sakhi, Flavian vasile
Naturally, the reason for this is that we can directly measure utility metrics that rely on interventions, being the recommendations that are being shown to users.
1 code implementation • 4 Jan 2021 • Olivier Koch, Amine Benhalloum, Guillaume Genthial, Denis Kuzin, Dmitry Parfenchik
Over the past decades, recommendation has become a critical component of many online services such as media streaming and e-commerce.
Ranked #8 on Recommendation Systems on MovieLens 20M (Recall@50 metric)
no code implementations • EMNLP 2015 • Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum
We introduce Trans-gram, a simple and computationally-efficient method to simultaneously learn and align wordembeddings for a variety of languages, using only monolingual data and a smaller set of sentence-aligned data.