16 citations · 20 across the 3 of their papers we have counts for
3 papers
Incorporating Visual Semantics into Sentence Representations within a Grounded Space
Patrick Bordes, Eloi Zablocki, Laure Soulier +2
Language grounding is an active field aiming at enriching textual representations with visual information. Generally, textual and visual elements are embedded in the same represent…
Context-Aware Zero-Shot Learning for Object Recognition
Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski +2
Zero-Shot Learning (ZSL) aims at classifying unlabeled objects by leveraging auxiliary knowledge, such as semantic representations. A limitation of previous approaches is that only…
Learning Multi-Modal Word Representation Grounded in Visual Context
Éloi Zablocki, Benjamin Piwowarski, Laure Soulier +1
Representing the semantics of words is a long-standing problem for the natural language processing community. Most methods compute word semantics given their textual context in lar…