3 papers
cs.LG2026
UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations
Dominik J. Mühlematter, Lin Che, Ye Hong +2
Forecasting urban phenomena such as housing prices and public health indicators requires the effective integration of various geospatial data. Current methods primarily utilize tas…
cs.CV2026
Modeling Subjective Urban Perception with Human Gaze
Lin Che, Xi Wang, Marc Pollefeys +3
Urban perception describes how people subjectively evaluate urban environments, shaping how cities are experienced and understood. Existing computational approaches primarily model…
cs.CV2025
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior
Lin Che, Yizi Chen, Tanhua Jin +3
Urban land use classification and mapping are critical for urban planning, resource management, and environmental monitoring. Existing remote sensing techniques often lack precisio…