Thierry Deruyttere
Deep learning Ph.D student at KU Leuven
Currently doing research on Visual Language Navigation.
My main interests lie in giving commands to self-driving cars.
Did my master thesis on fashion recognition.
Open for job opportunities.
Publications
- - 2021: Dusan Grujicic*, Thierry Deruyttere*, Marie-Francine Moens, Matthew Blaschko: "Predicting Physical World Destinations for Commands Given to Self-Driving Cars". Accepted version at AAAI 2022 (* equal contribution).
- - 2021: Guillem Collell*, Thierry Deruyttere*, Marie-Francine Moens: "Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding". Accepted version at IEEE Access (* equal contribution).
- - 2021: Thierry Deruyttere*, Victor Milewski*, Marie-Francine Moens: "Giving commands to a self-driving car: How to deal with uncertain situations?". Accepted version at EAAI journal (* equal contribution).
- - 2020: Thierry Deruyttere*, Simon Vandenhende*, Dusan Grujicic*, Yu Liu, Luc Van Gool, Matthew Blaschko, Tinne Tuytelaars, Marie-Francine Moens: "Commands 4 autonomous vehicles (c4av) workshop summary". Summary of our ECCV 2020 workshop. (* equal contribution)
- - 2020: Thierry Deruyttere, Guillem Collell, Marie-Francine Moens, "Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding" presented at RCQA 2020 workshop at AAAI 2020.
- - 2019: Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens, "Talk2Car: Taking control of your self driving car" has been accepted at EMNLP 2019.
Personal projects
- -2022: PlankMeter, A deep learning project to detect lumber planks in large lumber packs and also measure the size of each recognized plank. (WIP)
- -2016: Appy Creatory
- -2016: Appy Server, the server for the drag and drop mobile app creator
- -2014: Col?rs The Challenge, memory game for IOS written in Swift (not available anymore but you can still see the images)
Supervised Master Thesises
The following is a list of thesises where I was the main daily supervisor. Ordered by year.
- - Automatisch genereren van trainingsdata voor Talk2Car(2021) - Tuur Neckebroeck
- - Singing Songs With AI (2020) - Siddharth Agarwal
- - De invloed van contextembeddings op sentimentanalyse en sarcasmedetectie voor het detecteren van toxische commentaren (2020) - Joke Denissen
- - Connecting vision and text by reconstruction (2020) - Nikhil Nagaraj
- - Commando’s geven aan zelfrijdende voertuigen: een vergelijkende studie van objectverwijzing modellen gebruikmakend van neurale netwerken (2020) - Viktor van Hoey
- - Reconstruction from Multi-Modal Representations (2020) - Andrea Cortoni
- - Classification of Bitcoin Returns Based on Sentimental and Technical Analysis using Machine Learning (2019) - Ranec Belpaire