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Author

Volker Markl

2 papers indexed here

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Jun 2026

FedAugment: Table Augmentation Search over Decentralized Data Repositories

Dataset search often aims to identify joinable or unionable datasets to augment a given query table. State-of-the-art approaches rely on large language models (LLMs) to embed tables into vector representations and perform semantic similarity search. However, existing work assumes a centralized data repository with em...

Lennart Behme, Emil Badura, Leonard Geißler et al. · 0 citations
Aug 2026

Demonstrating EarthLake: A Model Lake System for Earth Observation Foundation Model Management

This work presents EarthLake, a model lake system for Earth Observation (EO) FMs that integrates a schema-guided model registry, task-driven model discovery, and an experiment management framework for benchmarking and comparing candidate FMs.

Bing-Er Chen, Haralampos Gavriilidis, Luca Gaedicke et al. · 0 citations

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