Artificial Intelligence #lifelong learning#visual-semantic pivoting
Lifelong Learning Framework HVSP-LL Reduces Geographic Bias in Urban Streetscape Inference by 38%
A new lifelong learning framework called HVSP-LL addresses geographic bias in urban streetscape inference, achieving a 38% reduction in inter-city perception gap and a 0.834 Spearman correlation on held-out cities. The method uses visual-semantic pivoting and equity-aware rehearsal to eliminate catastrophic forgetting.
Jun 16, 2026 1 source
