Author

C. Florea

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Open access Aug 2026

Dataset Distillation by Tabular Alignment via Moment Embeddings

It is shown that the proposed TAME method consistently surpasses baselines on neural classifiers, while remaining competitive with strong coreset baselines on tree-based classifiers (RF, XGBoost) with a lightweight validation method.

Eduard Barnoviciu, C. Florea · Machine Learning and Knowled... · 0 citations

Open access Jul 2026

Fine-Grained Pose-Aware Visual Fusion for Emotion Recognition in Conversational Video Streams

These results establish fine-grained body language as a critical debiasing signal, recovering accuracy on the subtle expressions that text and speech alone fail to capture.

Constantin-Bogdan Popescu, C. Florea · Mathematics · 0 citations