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20202025
most citedEDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation

2 citations · 5 across the 6 of their papers we have counts for

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cs.CV2025★ 1 cited

Improving Predictive Confidence in Medical Imaging via Online Label Smoothing

Kushan Choudhury, Shubhrodeep Roy, Ankur Chanda +2

Deep learning models, especially convolutional neural networks, have achieved impressive results in medical image classification. However, these models often produce overconfident…

cs.CV2025

Evaluating Temperature Scaling Calibration Effectiveness for CNNs under Varying Noise Levels in Brain Tumour Detection

Ankur Chanda, Kushan Choudhury, Shubhrodeep Roy +2

Precise confidence estimation in deep learning is vital for high-stakes fields like medical imaging, where overconfident misclassifications can have serious consequences. This work…