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Urgent! Towards More Informative 3D Scene Graphs for Visual Reasoning Position in Munich - Technical University of Munich
MSc Thesis: Towards More Informative 3D Scene Graphs for Visual Reasoning
07.10., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten
The Chair of Robotics, Artificial Intelligence and Real-Time Systems (Prof.
A.
C.
Knoll) offers a Master’s Thesis on structured visual understanding through multi-modal reasoning.
The project explores modern vision–language models to improve spatial and semantic perception for real-world AI and robotic applications.
Recent advances in vision–language models have enhanced our ability to interpret complex visual scenes.
However, these systems often struggle with structured and spatial reasoning.
This project aims to develop methods for improved visual understanding that combine vision and language representations for interpretable, structured perception and reasoning.
You will explore modern foundation models such as,
BLIP-2, PRISM-0, HOV-SG, ROOT, Panoptic Scene Graph Generation, and investigate how their reasoning capabilities can be extended to create more coherent and spatially aware representations for real-world robotic or AI applications.
Start Date: Winter Semester
Location: Technical University of Munich (in-person participation required; occasional remote work possible)
Application Deadline: 24.10.
Requirements:
Contact:
Panagiotis Petropoulakis
Chair of Robotics, Artificial Intelligence and Real-Time Systems
Technical University of Munich
Keywords: Visual Reasoning, Multi-Modal AI, Computer Vision, Robotics, Deep Learning, Representation Learning, Vision-Language Models
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Great news! Technical University of Munich is currently hiring and seeking a Towards More Informative 3D Scene Graphs for Visual Reasoning to join their team. Feel free to download the job details.
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