755 citations · 1.2k across the 42 of their papers we have counts for
4 papers · 1 filter
Object-oriented Targets for Visual Navigation using Rich Semantic Representations
Jean-Benoit Delbrouck, Stéphane Dupont
When searching for an object humans navigate through a scene using semantic information and spatial relationships. We look for an object using our knowledge of its attributes and r…
Bringing back simplicity and lightliness into neural image captioning
Jean-Benoit Delbrouck, Stéphane Dupont
Neural Image Captioning (NIC) or neural caption generation has attracted a lot of attention over the last few years. Describing an image with a natural language has been an emergin…
UMONS Submission for WMT18 Multimodal Translation Task
Jean-Benoit Delbrouck, Stéphane Dupont
This paper describes the UMONS solution for the Multimodal Machine Translation Task presented at the third conference on machine translation (WMT18). We explore a novel architectur…
Transformer for Emotion Recognition
Jean-Benoit Delbrouck
This paper describes the UMONS solution for the OMG-Emotion Challenge. We explore a context-dependent architecture where the arousal and valence of an utterance are predicted accor…