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cs.LG2025
Contrastive Deep Learning for Variant Detection in Wastewater Genomic Sequencing
Adele Chinda, Richmond Azumah, Hemanth Demakethepalli Venkateswara
Wastewater-based genomic surveillance has emerged as a powerful tool for population-level viral monitoring, offering comprehensive insights into circulating viral variants across e…
cs.CV2025★ 1 cited
Label Smoothing++: Enhanced Label Regularization for Training Neural Networks
Sachin Chhabra, Hemanth Venkateswara, Baoxin Li
Training neural networks with one-hot target labels often results in overconfidence and overfitting. Label smoothing addresses this issue by perturbing the one-hot target labels by…