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detection tiling: ignore-band loss masking at interior tile seams
enhancementNew feature or requestNew feature or requestStatus: Open.#287 In clemsgrs/soma;Extend the feature adaptor to the single-encoder dense path
ready-for-agentFully specified, AFK-ready for an agentFully specified, AFK-ready for an agentStatus: Open.#286 In clemsgrs/soma;Extend the feature adaptor to the slide-encoder embedding path
ready-for-agentFully specified, AFK-ready for an agentFully specified, AFK-ready for an agentStatus: Open.#285 In clemsgrs/soma;Label-free projection (pca | random) on the tile/MIL path
ready-for-agentFully specified, AFK-ready for an agentFully specified, AFK-ready for an agentStatus: Open.#284 In clemsgrs/soma;Fitted feature adaptor + z-score normalization on the tile/MIL path
ready-for-agentFully specified, AFK-ready for an agentFully specified, AFK-ready for an agentStatus: Open.#283 In clemsgrs/soma;checkpoint_selection: {best, last} — final-checkpoint evaluation
ready-for-agentFully specified, AFK-ready for an agentFully specified, AFK-ready for an agentStatus: Open.#282 In clemsgrs/soma;[PRD] Protocol controls: fitted feature adaptor and final-checkpoint evaluation
ready-for-agentFully specified, AFK-ready for an agentFully specified, AFK-ready for an agentStatus: Open.#281 In clemsgrs/soma;Multi-GPU dense feature extraction: stress-test slide2vec distributed dense path, then shard soma's dense extraction
enhancementNew feature or requestNew feature or requestneeds-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#279 In clemsgrs/soma;Investigate the two out-of-family HEST parity gaps (COAD/uni2, LUNG/virchow2)
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#276 In clemsgrs/soma;MIDOG per-domain (scanner) robustness stratification
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#248 In clemsgrs/soma;Cross-modality efficiency synthesis + writeup
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#239 In clemsgrs/soma;BEETLE segmentation efficiency harness (cross-modality)
ready-for-agentFully specified, AFK-ready for an agentFully specified, AFK-ready for an agentStatus: Open.#238 In clemsgrs/soma;