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Matthias Hein

University of Tübingen

DASH: Detection and Assessment of Systematic Hallucinations of VLMs

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Mar 30, 2025
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Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics

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Feb 17, 2025
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Object-Focused Data Selection for Dense Prediction Tasks

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Dec 13, 2024
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Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP

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Dec 01, 2024
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A Realistic Threat Model for Large Language Model Jailbreaks

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Oct 21, 2024
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LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion

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Sep 02, 2024
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Segmentation-guided MRI reconstruction for meaningfully diverse reconstructions

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Jul 25, 2024
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Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks

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Jul 04, 2024
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Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data

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Apr 25, 2024
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Identification of Fine-grained Systematic Errors via Controlled Scene Generation

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Apr 10, 2024
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