3 citations · 3 across the 1 of their papers we have counts for
4 papers
Learning Visual Representations with Caption Annotations
Mert Bulent Sariyildiz, Julien Perez, Diane Larlus
Pretraining general-purpose visual features has become a crucial part of tackling many computer vision tasks. While one can learn such features on the extensively-annotated ImageNe…
ReviewQA: a relational aspect-based opinion reading dataset
Quentin Grail, Julien Perez
Deep reading models for question-answering have demonstrated promising performance over the last couple of years. However current systems tend to learn how to cleverly extract a sp…
Non-Markovian Control with Gated End-to-End Memory Policy Networks
Julien Perez, Tomi Silander
Partially observable environments present an important open challenge in the domain of sequential control learning with delayed rewards. Despite numerous attempts during the two la…
Spectral decomposition method of dialog state tracking via collective matrix factorization
Julien Perez
The task of dialog management is commonly decomposed into two sequential subtasks: dialog state tracking and dialog policy learning. In an end-to-end dialog system, the aim of dial…