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Volker Tresp

Why Uncertainty Calibration Matters for Reliable Perturbation-based Explanations

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Jun 24, 2025
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SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence

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Jun 18, 2025
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Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation

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Jun 10, 2025
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Does Machine Unlearning Truly Remove Model Knowledge? A Framework for Auditing Unlearning in LLMs

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May 29, 2025
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CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process

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May 19, 2025
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Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention

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May 11, 2025
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Supposedly Equivalent Facts That Aren't? Entity Frequency in Pre-training Induces Asymmetry in LLMs

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Mar 28, 2025
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Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs

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Feb 21, 2025
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PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection

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Feb 17, 2025
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FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings

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Jan 11, 2025
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