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Matias Valdenegro-Toro

Modeling of AUV Dynamics with Limited Resources: Efficient Online Learning Using Uncertainty

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Apr 06, 2025
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Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models

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Apr 04, 2025
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The Marine Debris Forward-Looking Sonar Datasets

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Mar 28, 2025
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Can Bayesian Neural Networks Explicitly Model Input Uncertainty?

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Jan 14, 2025
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Uncertainty Estimation for Super-Resolution using ESRGAN

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Dec 19, 2024
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Forecasting Smog Clouds With Deep Learning

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Oct 03, 2024
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How disentangled are your classification uncertainties?

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Aug 22, 2024
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The Dilemma of Uncertainty Estimation for General Purpose AI in the EU AI Act

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Aug 20, 2024
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Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data

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Jul 03, 2024
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Unified Uncertainties: Combining Input, Data and Model Uncertainty into a Single Formulation

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Jun 26, 2024
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