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Stephan Günnemann

LipShiFT: A Certifiably Robust Shift-based Vision Transformer

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Mar 18, 2025
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Joint Out-of-Distribution Filtering and Data Discovery Active Learning

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Mar 04, 2025
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LLM-Safety Evaluations Lack Robustness

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Mar 04, 2025
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The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence

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Feb 24, 2025
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REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective

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Feb 24, 2025
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Adversarial Alignment for LLMs Requires Simpler, Reproducible, and More Measurable Objectives

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Feb 17, 2025
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Generative Modeling with Bayesian Sample Inference

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Feb 11, 2025
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Rethinking Link Prediction for Directed Graphs

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Feb 08, 2025
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Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting

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Feb 04, 2025
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Unified Guidance for Geometry-Conditioned Molecular Generation

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Jan 05, 2025
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