Mathieu De Coster

PhD Defence

21 June 2024

Today, I defended my PhD on "Neural Sign Language Translation: Towards Sign Language Applications Powered by Artificial Intelligence" at Ghent University. I enjoyed sharing my research with my family and friends and was overwhelmed by the compliments from the jury and audience.

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Presenting at IDLab Day 2024

19 June 2024

As the "final act" of my PhD before my public defence this Friday, I gave a presentation on IDLab-AIRO's work on one shot sign language recognition at the yearly IDLab (UGent - UAntwerpen - imec) teambuilding event, IDLab Day 2024.

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Plato's multilingual large language models

17 March 2024

Multimodal large language models (MLLMs) can analyze both text and images, suggesting a step towards visual reasoning. They can also generate new data in both modalities, suggesting that they are creative. However, this ability doesn't equate to true artificial general intelligence (AGI). MLLMs, in a way, resemble the prisoners in Plato's allegory of the cave.

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Post-mortem: that time I created a DSL for grading student projects

24 February 2024

In an academic setting, we aim to grade student projects as objectively as possible. In the Master of Computer Science Engineering program at Ghent University, the machine learning course traditionally featured a significant project component contributing to the final grade. Throughout the course, students delivered three interim presentations, each evaluated by three assessors: the professor and two teaching assistants (TAs). To ensure consistency and fairness, we implemented a rubric system where assessors delineated specific criteria. To streamline the assessment process, we automated the process using a custom built tool, which also included a Domain Specific Language (DSL).

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Coming soon: Dag Van De Wetenschap 2023

10 November 2023

My colleagues and I will be presenting my work on video-based sign language dictionary querying as a demo at the Dag Van De Wetenschap in Ghent on November 26th, 2023.

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