Search Results for author: Amine Benhalloum

Found 4 papers, 1 papers with code

Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks

no code implementations24 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.

Image to 3D Neural Rendering

Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation

no code implementations18 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.

counterfactual Recommendation Systems

Lightweight representation learning for efficient and scalable recommendation

1 code implementation4 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)

Recommendation Systems Representation Learning

Trans-gram, Fast Cross-lingual Word-embeddings

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.

Cross-Lingual Word Embeddings General Classification +6

Cannot find the paper you are looking for? You can Submit a new open access paper.