Soft-labelling ordinal deep learning with binomial, beta, triangular, and exponential distributions improves KL and CPPD grading over one-hot baselines on knee X-rays.
Quasi-bound states in the continuum in asymmetric hetero-bilayer metasurfaces
4 Pith papers cite this work. Polarity classification is still indexing.
4
Pith papers citing it
representative citing papers
Bright exciton-polariton solitons in BIC microcavities self-decelerate and halt, derived from a driven-dissipative model using a Lagrangian variational approach.
A homogeneous multi-view CNN ensemble for ordinal defoliation classification on oak trees outperforms single-view and pairwise baselines.
An experimental study on 45 ordinal datasets finds Ordinal Gini the strongest splitting criterion among those tested, lowering MAE by over 3.02% versus nominal Gini.
citing papers explorer
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From Kellgren-Lawrence to Calcium Pyrophosphate Crystal Deposition: A Soft-Labelling Framework for Knee Osteoarthritis Assessmen
Soft-labelling ordinal deep learning with binomial, beta, triangular, and exponential distributions improves KL and CPPD grading over one-hot baselines on knee X-rays.
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Self-Decelerating Bright Exciton-Polariton Solitons in Bound-State-in-Continuum Microcavities
Bright exciton-polariton solitons in BIC microcavities self-decelerate and halt, derived from a driven-dissipative model using a Lagrangian variational approach.
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A novel ordinal multi-view aggregation scheme for oak defoliation
A homogeneous multi-view CNN ensemble for ordinal defoliation classification on oak trees outperforms single-view and pairwise baselines.