Master projects
Here you can find all our available master projects.
Open Projects (2)
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Large Language Models with Knowledge Graphs
Project description:Large Language Models (LLMs) are well-known for knowledge acquisition from large-scale corpus and for achieving SOTA performance on many NLP tasks. However, they can suffer from various issues, such as hallucinations, false references, made-up facts. On the other hand, Knowledge Graphs (KGs) can …
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Jakub Tomczak
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Sustainable Large Language Models
Project description:Large Language Models (LLMs) are deep-learning models that achieve state-of-the-art performance in many NLP tasks. They typically consist of billions of weights. As a result, expressing weights in float32 leads to models of size at least 1GB. Such large models cannot be easily …
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Jakub Tomczak
Assigned Projects
No currently assigned Projects.
Finished Projects (21)
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Sustainable Diffusion ModelsAug 2024
Project description:Diffusion Models are deep-learning models that achieve state-of-the-art performance in many image synthesis tasks. They are typically parameterized with UNets and consist of billions of weights. Expressing their weights in float32 leads to models that cannot be easily deployed on edge devices (e.g., …
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Jakub Tomczak
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Deep Generative Models for (Conditional) Molecule GenerationAug 2024
Project description:Generative AI has become one of the leading approaches to (conditional) molecule generation. Like Large Language Models can learn (to some degree) rules governing natural language, could Large Chemistry Models learn rules governing atoms (quantum chemistry)? This is the leading research question of …
SDSidney DamenMore info
Jakub Tomczak
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Generative Object Detection Models for Mobile Robotics ApplicationsAug 2024
Project description:In the dynamic landscape of mobile robotics, object detection remains a foundational challenge, critical for enabling machines to interact intelligently with their surroundings. At Avular, a pioneering mobile robotics company in Eindhoven, we are excited to explore novel and innovative approaches in this …
DGDik van Genuchten
Jakub Tomczak
More infoBKBart Keulen -
Prompt Engineering for Large Language Models (taken)Dec 2023
GeneralAn internship at Accenture about prompt engineering for LLMs.RequirementsFrom our students we expect the following: high independence (including proposing own ideas);good understanding of mathematics (algebra, calculus, statistics, probability theory);good programming skills (Python + ML/DL libraries, preferably PyTorch). Thesis templatePlease take a look at this …
JBJoëlle BlinkMore info
Jakub Tomczak
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Object measurement by using computer vision (at a company)Aug 2023
Company: Datacation / aerovision.aiLocation: Eindhoven (AI Innovation Center at High Tech Campus) or Amsterdam (VU)Project descriptionAerovision.ai is a start-up that is building a no-code A.I. platform for drone companies. With this A.I. platform, companies can train, deploy and evaluate their customized computer vision algorithms, …
Jakub Tomczak
More infoACAt the company