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cs.CV2026
Fisher-Guided Progressive Parameter Selection for Adaptive Fine-Tuning
Ghodsiyeh Rostami, Po-Han Chen, Mahdi S. Hosseini
Parameter-efficient fine-tuning often selects trainable parameters before adaptation using architectural heuristics, without accounting for their varying importance during training…
cs.CV2025
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection
Ghodsiyeh Rostami, Po-Han Chen, Mahdi S. Hosseini
Image-based crack detection algorithms are increasingly in demand in infrastructure monitoring, as early detection of cracks is of paramount importance for timely maintenance plann…