Damian Borth

University of St. Gallen — Switzerland

Computer Science · Physical Sciences

25h-index6.4kcitations216works1.52yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(33), Neural Networks and Applications(28), Video Analysis and Summarization(24), Remote-Sensing Image Classification(22), Image Retrieval and Classification Techniques(22)

Publications216 total

MAPEX: Modality-Aware Pruning of Experts for Remote Sensing Foundation Models
IEEE Transactions on Geoscience and Remote Sensing·2026
Privacy Preserving Diffusion Models for Mixed-Type Tabular Data Generation
arXiv (Cornell University)·2025Open Access
Neural Networks and Value at Risk in Asset Management
Review of Quantitative Finance and Accounting·2025
Federated Diffusion Modeling With Differential Privacy for Tabular Data Synthesis
2025
Learning Model Representations Using Publicly Available Model Hubs
arXiv (Cornell University)·2025Open Access
Diffusion-Scheduled Denoising Autoencoders for Anomaly Detection in Tabular Data
2025· 1 citedOpen Access
MAPEX: Modality-Aware Pruning of Experts for Remote Sensing Foundation Models
arXiv (Cornell University)·2025Open Access
Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation
arXiv (Cornell University)·2025Open Access
A Model Zoo on Phase Transitions in Neural Networks
arXiv (Cornell University)·2025Open Access
Dense Air Pollution Estimation from Sparse in-situ Measurements and Satellite Data
arXiv (Cornell University)·2025Open Access
Hyperspectral Vision Transformers for Greenhouse Gas Estimations from Space
arXiv (Cornell University)·2025· 1 citedOpen Access
SAR-to-RGB Translation with Latent Diffusion for Earth Observation
arXiv (Cornell University)·2025Open Access
The Impact of Model Zoo Size and Composition on Weight Space Learning
arXiv (Cornell University)·2025Open Access
A Model Zoo of Vision Transformers
arXiv (Cornell University)·2025Open Access
Structure Is Not Enough: Leveraging Behavior for Neural Network Weight Reconstruction
arXiv (Cornell University)·2025Open Access
Federated Diffusion Modeling with Differential Privacy for Tabular Data Synthesis
arXiv (Cornell University)·2024Open Access
GraphGuard: Contrastive Self-Supervised Learning for Credit-Card Fraud Detection in Multi-Relational Dynamic Graphs
arXiv (Cornell University)·2024Open Access
Merging Patches and Tokens: A VQA System for Remote Sensing
2024· 1 cited
Less is More: Active Self-Supervised Learning in Remote Sensing
2024· 1 cited
Multi-Modal Diffusion for Self-Supervised Pretraining
2024
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Frequent Co-authors

Benjamin Bischke(13), Andreas Dengel(13), Patrick Helber(12), Christian Schulze(9), Marco Schreyer(8), Timur Sattarov(8), Michael Mommert(7), Adrian Ulges(7), Karl Ni(6), Thomas M. Breuel(6), Linus Scheibenreif(6), Gerald Friedland(5), Benjamin Elizalde(5), Bart Thomée(4), Bernd Reimer(4), David A. Shamma(3), Joëlle Hanna(3), Andreas Dengel(3), Luke Gottlieb(3), Markus Koch(3)