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Damian Borth

University of St.Gallen, Switzerland

Structure Is Not Enough: Leveraging Behavior for Neural Network Weight Reconstruction

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Mar 21, 2025
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Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation

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Dec 20, 2024
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GraphGuard: Contrastive Self-Supervised Learning for Credit-Card Fraud Detection in Multi-Relational Dynamic Graphs

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Jul 17, 2024
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Towards Scalable and Versatile Weight Space Learning

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Jun 14, 2024
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Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

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Mar 22, 2024
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Sample Weight Estimation Using Meta-Updates for Online Continual Learning

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Jan 29, 2024
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FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation

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Jan 11, 2024
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Transformer-based Entity Legal Form Classification

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Oct 19, 2023
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FinDiff: Diffusion Models for Financial Tabular Data Generation

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Sep 04, 2023
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Ben-ge: Extending BigEarthNet with Geographical and Environmental Data

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Jul 04, 2023
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