Weekly Summaries

This week focused on critical troubleshooting of the MIHD spatial transcriptomics pipeline, specifically addressing a significant benchmark accuracy regression. Efforts successfully restored ARI metrics to expected levels by rectifying environment mismatches, realigning training hyperparameters with the original STAIG architecture, and patching GCN activation logic discrepancies.

The week focused on the initial setup and session initialization for the AutoSeg-SAM2 project. While the codebase environment was established, there were no substantive technical developments or task completions recorded during this period.