no code implementations • 13 Nov 2020 • Patrick Bordes, Eloi Zablocki, Benjamin Piwowarski, Patrick Gallinari
We show the efficiency of our Cross-Modal CycleGAN model (CM-GAN) on the ImageNet T-ZSL task where we obtain state-of-the-art results.
no code implementations • INLG (ACL) 2020 • Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari
Pre-trained language models have recently contributed to significant advances in NLP tasks.
no code implementations • IJCNLP 2019 • Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
To overcome this limitation, we propose to transfer visual information to textual representations by learning an intermediate representation space: the grounded space.
no code implementations • 24 Apr 2019 • Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Zero-Shot Learning (ZSL) aims at classifying unlabeled objects by leveraging auxiliary knowledge, such as semantic representations.