Patrick Gallinari

LOCOST: State-Space Models for Long Document Abstractive Summarization

arXiv 2024

AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields

arXiv 2024

Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods

arXiv 2024

Probing Language Models on Their Knowledge Source

arXiv 2024

MEXMA: Token-level objectives improve sentence representations

arXiv 2024

Operator Learning with Neural Fields: Tackling PDEs on General Geometries

operator-learning-with-neural-fields-tackling

Diverse Weight Averaging for Out-of-Distribution Generalization

arXiv 2022

AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions

arXiv 2022

A Neural Tangent Kernel Perspective of GANs

arXiv 2021

Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!

EMNLP 2020 11

Stochastic Latent Residual Video Prediction

ICML 2020 1

Louis Serrano

Benjamin Piwowarski

Emmanuel de Bézenac

Jean-Noël Vittaut

Jean-Yves Franceschi

Lise Le Boudec

Mickael Chen

Sylvain Lamprier

Thomas X Wang

Vincent Guigue