- vision
- language
- time series
- multimodal
- embedded
- internship
- thesis
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Deep Learning Cloud Masking Directly from Sentinel-3 OLCI L1B Radiances
Exploring deep learning cloud segmentation on Sentinel-3 images.
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LLM-Maintained Wikis as a Persistent Knowledge Layer for Retrieval-Augmented Generation
Explore the novel Wiki LLM paradigm for Retrieval Augmented Generation (RAG).
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Cross-Resolution Knowledge Transfer from VHR to Sentinel-1/2 for Rapid Damage Assessment
This thesis explores the use of free, high-revisit Sentinel-1/2 data for building damage assessment by aligning their features with high-resolution xBD datasets through domain adaptation and state-of-the-art architectures.
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Multi-Sensor Wildfire Smoke Delineation across Geostationary and Polar-Orbiting Satellites
Exploring deep learning smoke segmentation across heterogeneous satellite sensors, with a focus on adapting GOES-based models to European EO platforms.
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Query Planning and Decomposition for Agentic Retrieval-Augmented Generation
Develop a planner that is able to guide the Retrieval Augmented Generation (RAG) process in answering complex queries.