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IBLTs can now measure unknown data differences before decoding, eliminating wasted resources and enhancing efficiency in set reconciliation.
By transforming road network extraction into structural reasoning on line graphs, LineGraph2Road achieves state-of-the-art results in predicting road connectedness from satellite imagery.