237 citations
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Showing 2025 · cs.LGShow all
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cs.LG2025
On the Inverse Flow Matching Problem in the One-Dimensional and Gaussian Cases
Alexander Korotin, Gudmund Pammer
This paper studies the inverse problem of flow matching (FM) between distributions with finite exponential moment, a problem motivated by modern generative AI applications such as…
cs.LG2025
An Attention-Augmented VAE-BiLSTM Framework for Anomaly Detection in 12-Lead ECG Signals
Marc Garreta Basora, Mehmet Oguz Mulayim
Anomaly detection in 12-lead electrocardiograms (ECGs) is critical for identifying deviations associated with cardiovascular disease. This work presents a comparative analysis of t…
cs.LG2025★ 16 cited
CogniAlign: Word-Level Multimodal Speech Alignment with Gated Cross-Attention for Alzheimer's Detection
David Ortiz-Perez, Manuel Benavent-Lledo, Javier Rodriguez-Juan +2
Early detection of cognitive disorders such as Alzheimer's disease is critical for enabling timely clinical intervention and improving patient outcomes. In this work, we introduce…