3.4k citations · 4.7k across the 28 of their papers we have counts for
4 papers · 1 filter
GuessWhat?! Visual object discovery through multi-modal dialogue
Harm de Vries, Florian Strub, Sarath Chandar +3
We introduce GuessWhat?!, a two-player guessing game as a testbed for research on the interplay of computer vision and dialogue systems. The goal of the game is to locate an unknow…
Learning Nash Equilibrium for General-Sum Markov Games from Batch Data
Julien Pérolat, Florian Strub, Bilal Piot +1
This paper addresses the problem of learning a Nash equilibrium in -discounted multiplayer general-sum Markov Games (MG). A key component of this model is the possibility for th…
Hybrid Recommender System based on Autoencoders
Florian Strub, Romaric Gaudel, Jérémie Mary
A standard model for Recommender Systems is the Matrix Completion setting: given partially known matrix of ratings given by users (rows) to items (columns), infer the unknown ratin…
Hybrid Collaborative Filtering with Autoencoders
Florian Strub, Jeremie Mary, Romaric Gaudel
Collaborative Filtering aims at exploiting the feedback of users to provide personalised recommendations. Such algorithms look for latent variables in a large sparse matrix of rati…