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Metric learning for human-motion retrieval · Fall 2026

Technical status

Fourteen weeks · Fall 2026

From protocol lock to a result you can defend.

Work through one week at a time. Each week shows what to do, what to deliver, and what must be decided before moving forward.

Next step

Continue Week 5: Complete the execution path and preselection evidence

Oct 12-18 · Complete one successor release, revalidate its caches/pilots and meet every scientific/resource prerequisite before selection.

2 of 4 required tasks complete

Continue Week 5

Decision needed

The fixed geometry panel and all nine full development conditions pass exact nesting, fallback, identity and fresh-process checks, with full-query damage telemetry and reusable head projections.
Completion-release scientific equivalence, full command/report rehearsal, fresh parity/five caches/three pilots, analysis/interpretation fixtures and shared seal audits all pass with successor bindings.
The measured dependency/schedule/storage/availability ledger passes, including revalidation and all remaining work with slack, before immutable successor selection authorization; otherwise no sweep starts.

Deliverable

A reviewed completion release, full fixture-to-report rehearsal, fresh bound admission evidence, nine verified development conditions and immutable go/no-go report.

Progress, at a glance

Progress records what is complete. It does not replace the evidence and decisions required to close a week.

Plan complete

37%

Required tasks

22/ 60

Gate decisions

17/ 48

Recent completions

The latest finished work and the public record that supports it.

Week 5 · Complete the execution path and preselection evidence
Audit the fixed geometry panel and fallback
Oct 12, 2026, 2:31 PM
View weekly record Open evidence
Week 5 · Complete the execution path and preselection evidence
Complete and rehearse the execution/report path
Oct 11, 2026, 6:44 PM
View weekly record Open evidence
Week 4 · Verified recipes and full pilots
Run three complete engineering pilots
Oct 8, 2026, 5:57 PM
View weekly record Open evidence
Week 4 · Verified recipes and full pilots
Generate fresh frozen features
Oct 8, 2026, 5:13 PM
View weekly record Open evidence
Week 4 · Verified recipes and full pilots
Freeze and validate the v3 path
Oct 8, 2026, 3:10 PM
View weekly record Open evidence

The question behind the plan

Does the full contextual training recipe reduce one-shot retrieval degradation relative to a standard contrastive recipe when only novel pose queries are corrupted?

The fourteen-week plan

Work state shows what is happening now. Prerequisites show whether the previous week has been closed.

All

Ready

Active

Blocked

Closed

ProtocolSep 15-20

Protocol and access

Turn the prospectus into a documented, hash-bound, testable protocol and prove that the required data and compute are reachable.

Work stateClosedPrerequisitesReady8h planned

5/5 required tasks

Immutable data manifests

Create deterministic sample identities and split manifests that make class, exemplar, and synchronized-view leakage impossible.

Work stateClosedPrerequisitesReady8h planned

4/4 required tasks

V3 implementation and design freezeSep 28-Oct 4

Verified v3 implementation and sealed preparation

Complete the frozen one-shot v3 protocol and pilot specification, corruption operators and fallback, versioned validators, shared dataset seals, source access separation and pilot instrumentation; freeze cache-affecting code and configuration before fresh extraction.

Work stateClosedPrerequisitesReady8h planned

7/7 required tasks

Implementation and engineeringOct 5-11

Verified recipes and full pilots

Verify the three fixed recipes and the frozen-head path, then complete three full 20-epoch pilots under the immutable v3 design.

Work stateClosedPrerequisitesReady8h planned

4/4 required tasks

Preselection go/no-goOct 12-18

Complete the execution path and preselection evidence

Complete one successor release, revalidate its caches/pilots and meet every scientific/resource prerequisite before selection.

Work stateActivePrerequisitesReady5h planned

2/4 required tasks

Clean development selectionOct 19-25

Launch the paired selection matrix

Start the equal attempted budget of 27 fresh development runs after the October 18 authorization.

Work statePlannedPrerequisitesWaiting8h planned

0/4 required tasks

Clean development selectionOct 26-Nov 1

Complete selection and lock rates

Finish all 27 declared selection attempts and lock one valid rate per arm using the exact ranking rule.

Work statePlannedPrerequisitesWaiting8h planned

0/4 required tasks

Fresh final trainingNov 2-8

Train the nine final heads

Train the selected recipes from fresh paired initialization on all 100 auxiliary actions.

Work statePlannedPrerequisitesWaiting8h planned

0/4 required tasks

Fresh final trainingNov 9-15

Complete and verify final heads

Finish and independently verify all nine final heads by November 15.

Work statePlannedPrerequisitesWaiting8h planned

0/4 required tasks

Independent audit and final locksNov 16-22

Audit the evaluator and final run set

Independently validate final provenance, authorization and result completeness using development evidence.

Work statePlannedPrerequisitesWaiting8h planned

0/4 required tasks

Independent audit and final locksNov 23-29

Finish locks and preserve recovery time

Complete all final-head and lock audits by November 29 while preserving Thanksgiving as recovery time.

Work statePlannedPrerequisitesWaiting4h planned

0/4 required tasks

Authorized novel evaluationNov 30-Dec 6

Open once and evaluate all 180 cells

Run one fully authorized novel extraction and evaluation campaign by December 6.

Work statePlannedPrerequisitesWaiting8h planned

0/4 required tasks

Analysis and communicationDec 7-13

Analyze and report the declared study

Produce the conditional primary analysis and complete descriptive report with accurate recipe-level claims.

Work statePlannedPrerequisitesWaiting8h planned

0/4 required tasks

Delivery and archiveDec 14-18

Deliver and archive the December study

Deliver the final report/poster and recoverable permitted evidence by December 18.

Work statePlannedPrerequisitesWaiting4h planned

0/4 required tasks