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Serguei Barannikov

RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks

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Mar 14, 2025
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Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders

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Mar 05, 2025
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Quantifying Logical Consistency in Transformers via Query-Key Alignment

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Feb 24, 2025
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Robust AI-Generated Text Detection by Restricted Embeddings

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Oct 10, 2024
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Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA

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Oct 03, 2024
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Scalar Function Topology Divergence: Comparing Topology of 3D Objects

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Jul 11, 2024
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Improving Interpretability and Robustness for the Detection of AI-Generated Images

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Jun 21, 2024
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Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques

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Nov 14, 2023
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Disentanglement Learning via Topology

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Aug 24, 2023
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Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts

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Jun 07, 2023
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