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Predefined Prototypes for Intra-Class Separation and Disentanglement
Prototypical Learning is based on the idea that there is a point (which we call prototype)
around which the embeddings of a class are clustered. It has shown promising results in …
around which the embeddings of a class are clustered. It has shown promising results in …
Automated Assessment of Classroom Interaction Based on Verbal Dynamics: A Deep Learning Approach
S Singh, L Singh, N Satsangee - SN Computer Science, 2025 - Springer
Classroom assessment is a decisive task that provides the insights of teaching-learning
process. In general, the traditional way of classroom assessments is tedious and time …
process. In general, the traditional way of classroom assessments is tedious and time …
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing
Audio segmentation is a key task for many speech technologies, most of which are based on
neural networks, usually considered as black boxes, with high-level performances …
neural networks, usually considered as black boxes, with high-level performances …