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cs.CV2026
RBMatch: Dual-Level Class Rebalancing for Semi-Supervised Building Footprint Extraction
Akil Ahmad Taki, Shaikh Anowarul Fattah
Accurate building footprint extraction from high-resolution remote sensing imagery is essential for urban planning, disaster response, and environmental monitoring. However, obtain…
cs.CV2025
LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers
Md Abtahi Majeed Chowdhury, Md Rifat Ur Rahman, Akil Ahmad Taki
Positional embeddings (PE) play a crucial role in Vision Transformers (ViTs) by providing spatial information otherwise lost due to the permutation invariant nature of self attenti…