2 papers
cs.CV2026
ChangeT: Evaluating Vision Test-Time Training for Remote Sensing Change Detection
Sharukshan Niranjan, Oshadha Samarakoon, Nichula Wasalathilaka +3
Bitemporal remote sensing change detection requires representations that preserve spatial detail while capturing contextual information relevant to changes between acquisitions. Vi…
eess.SY2026
Local Consistency Does Not Guarantee Global Conservation: Auditing Zero-Shot Composition of Airway Flow Operators
Nichula Sathmith Wasalathilaka, Navodya Heshan Samarasinghe Dhanujaya Suraweera, Kevin Dawson +2
Neural operators approximate PDE solutions within a geometry family, but independently learned local operators need not form a consistent global simulator. We study frozen, single-…