no code implementations • 26 Jan 2024 • Mingshi Li, Dusan Grujicic, Steven De Saeger, Stien Heremans, Ben Somers, Matthew B. Blaschko
The synergy of machine learning and satellite imagery analysis has demonstrated significant productivity in this field, as evidenced by several studies.
1 code implementation • ICCV 2023 • Gorjan Radevski, Dusan Grujicic, Marie-Francine Moens, Matthew Blaschko, Tinne Tuytelaars
The goal of this work is to retain the performance of such a multimodal approach, while using only the RGB frames as input at inference time.
no code implementations • 9 Oct 2022 • Gorjan Radevski, Dusan Grujicic, Matthew Blaschko, Marie-Francine Moens, Tinne Tuytelaars
Our approach is based on multimodal knowledge distillation, featuring a multimodal teacher (in the current experiments trained only using object detections, optical flow and RGB frames) and a unimodal student (using only RGB frames as input).
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 • CONLL 2020 • Dusan Grujicic, Gorjan Radevski, Tinne Tuytelaars, Matthew Blaschko
In this paper, we develop a method for grounding medical text into a physically meaningful and interpretable space corresponding to a human atlas.
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 • ACL 2020 • Dusan Grujicic, Gorjan Radevski, Tinne Tuytelaars, Matthew Blaschko
In this paper, we aim to develop a self-supervised grounding of Covid-related medical text based on the actual spatial relationships between the referred anatomical concepts.
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.
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.