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Soon-Jeong Yeom

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Open access Oct 2026

Multi-resolution speckle priors for scale-aware and simultaneous probabilistic digital image correlation

Digital Image Correlation (DIC) models are directed by texture-awareness means and the guidance signal loses crucial, fine-grained detail in the process when naively downsampled to modulate the abrasive, semantic feature maps in the encoder’s deeper layers. While current state-of-the-art models like RAFT achieve high p...

Teddy Okatch, Joshua Nyaberi, Hyeongkyeong Jeong et al. · 0 citations
Open access Oct 2026

CoMA: Condition-Modulated Context–Knowledge Attention for Empathetic Dialogue Generation

Empathetic response generation requires a model to balance emotional appropriateness with contextual grounding. However, the performance of emotion recognition remains relatively limited, which may lead to cascading errors in generating empathetic responses. To avoid error propagation from inaccurate emotion prediction...

K. Phan, Soon-Jeong Yeom, Hyung-Jeong Yang et al. · 0 citations
Preprint Aug 2026

Unsupervised Multidomain Approaches to Named Entity Recognition with Small Datasets

This study applies an unsupervised pre-training approach to precondition and identify entities without annotated datasets, then applies transfer learning models to different simulated limited datasets for a named entity recognition task.

Israel Fianyi, James Montgomery, Soon-Jeong Yeom · 0 citations

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