- vision
- language
- time series
- multimodal
- embedded
- internship
- thesis
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Bridging the Gap in Disaster Response: Cross-Resolution Domain Adaptation 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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Agentic RAG Planner
Develop a planner that is able to giude the Retrieval Augmented Generation (RAG) process, into answering complex queries.
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Sistema ad Agenti per Acquisizione Costi
Progettazione e prototipazione di un sistema ad agenti per l’acquisizione dei costi dei prodotto dai fornitori mediante agenti basati su LLM
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Unsupervised Alignment of Geo-Embeddings for Rapid Disaster Mapping
Learning to align pre-computed geospatial embeddings with post-event satellite features for unsupervised disaster delineation without bi-temporal inference.