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Yannick Vogt

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Scalable Perturbation-Based Explanations via Tradeoff-Conditioned Smooth Masking

This work introduces a sampling-free, perturbation-based training framework based on continuous and differentiable masking that achieves competitive or superior attribution faithfulness compared to strong sampling-based baselines, while dramatically reducing computational cost and enabling substantially improved scalab...

Mehdi Naouar, Jens Rahnfeld, Yannick Vogt et al. · 0 citations
Open access Jul 2026

Analysing open-source protein folding models for nanobody binding prediction

These findings provide practical guidance for integrating open-source protein structure prediction models into AI-driven nanobody discovery pipelines while highlighting the need for improved generalization across antigens.

Yannick Vogt, Rebekka Roßberg, Jan Habermann et al. · 1 citation

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