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cs.CV2026
LoRSA: Toward Generalizable Parameter-Efficient Fine-Tuning for Biomedical Downstream Tasks
Saed Moradi, Benyamin Ghojogh, M. Hadi Sepanj +2
Parameter-efficient fine-tuning enables the adaptation of vision foundation models to biomedical tasks under limited computational resources, but a single low-rank update can const…
cs.CV2025
Externally Validated Breast Ultrasound Segmentation via Multi-task Learning with BI-RADS-Consistent Morphological Priors
Jingru Zhang, Saed Moradi, Ashirbani Saha
External validation of breast ultrasound segmentation models remains limited because internal train--test splits do not capture domain shifts across imaging systems, acquisition pr…
cs.CV2024
Enhancing Evaluation Methods for Infrared Small-Target Detection in Real-world Scenarios
Saed Moradi, Alireza Memarmoghadam, Payman Moallem +1
Infrared small target detection (IRSTD) poses a significant challenge in the field of computer vision. While substantial efforts have been made over the past two decades to improve…