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eess.IV2026
AdaLoRA-QAT: Adaptive Low-Rank and Quantization-Aware Segmentation
Prantik Deb, Srimanth Dhondy, N. Ramakrishna +3
Chest X-ray (CXR) segmentation is an important step in computer-aided diagnosis, yet deploying large foundation models in clinical settings remains challenging due to computational…
eess.IV2025
Achieving Fair Skin Lesion Detection through Skin Tone Normalization and Channel Pruning
Zihan Wei, Tapabrata Chakraborti
Recent works have shown that deep learning based skin lesion image classification models trained on unbalanced dataset can exhibit bias toward protected demographic attributes such…