Reassessing Global Gradient-Norm Imbalance in BLIP Fine-Tuning Across Physical Domains

Kiran Naseer, Samreen Azhar, Dwarikanath Mahapatra

Imbalanced gradient magnitudes between the visual and language pathways of a vision-language model are often treated as a defect to be corrected. We test that premise for one famil…