1 code implementation • 10 Dec 2021 • Dusan Grujicic, Thierry Deruyttere, Marie-Francine Moens, Matthew Blaschko
However, surveys have shown that giving more control to an AI in self-driving cars is accompanied by a degree of uneasiness by passengers.
1 code implementation • 8 Jun 2021 • Thierry Deruyttere, Victor Milewski, Marie-Francine Moens
This paper proposes a model that detects uncertain situations when a command is given and finds the visual objects causing it.
no code implementations • 18 Sep 2020 • Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc van Gool, Matthew Blaschko, Tinne Tuytelaars, Marie-Francine Moens
In this work, we deviate from recent, popular task settings and consider the problem under an autonomous vehicle scenario.
Ranked #3 on Referring Expression Comprehension on Talk2Car
1 code implementation • 20 Apr 2020 • Simon Vandenhende, Thierry Deruyttere, Dusan Grujicic
The Commands For Autonomous Vehicles (C4AV) challenge requires participants to solve an object referral task in a real-world setting.
no code implementations • 19 Mar 2020 • Thierry Deruyttere, Guillem Collell, Marie-Francine Moens
We propose a new spatial memory module and a spatial reasoner for the Visual Grounding (VG) task.
Ranked #10 on Referring Expression Comprehension on Talk2Car
1 code implementation • IJCNLP 2019 • Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc van Gool, Marie-Francine Moens
Or more specifically, we consider the problem in an autonomous driving setting, where a passenger requests an action that can be associated with an object found in a street scene.