Use key-only DeMemWM pose geometry

Fix DeMemWM memory dropout and inference stabilization

Optimize DeMemWM dynamic selection defaults

Add DeMemWM multiview selector benchmark

Use multiview dynamic memory online

Select DeMemWM dynamic memory by multiview retrieval

Add DeMemWM multiview selector backends

Make DeMemWM FOV candidates deterministic

Add DeMemWM multiview dynamic policy

Restore revisit local context exclusion

Validate DeMemWM future memory selection

Make DeMemWM memory streams self-only

Allow noncausal DeMemWM dynamic events

Allow noncausal DeMemWM revisit selection

Add DeMemWM memory causality config

Fix curriculum auto-resume stage handoff

Add DeMemWM curriculum training support

Improve DeMemWM memory selection pipeline

Align DeMemWM latent memory frame offsets

Hardcode FOV sampler constants

Add DeMemWM optimizer LR groups and warmup

Simplify DeMemWM memory noise modes

Use fp32 for DeMemWM Plucker geometry

Validate DeMemWM DiT stream boundaries

Reject stale DeMemWM experiment flags

Remove stale DeMemWM raw-video helpers

Fix DeMemWM nested split filtering

Remove unused DeMemWM memory backend option

Fix disabled DeMemWM memory selection slots

Add DeMemWM image-space validation metrics

Fail fast for DeMemWM interactive path

Fix DeMemWM checkpoint load priority

Align DeMemWM latent dataset loading

Remove DeMemWM raw training fallback

Tighten DeMemWM acceptance tests

Add DeMemWM trainability controls

Add DeMemWM memory noise routing

Add DeMemWM geometry-aware memory attention

Implement DeMemWM online validation memory

Clean up DeMemWM naming and memory path

Reject unimplemented WorldMem memory backend

Harden DeMemWM checkpoint loading

Add DeMemWM model acceptance checks

Return target-only DeMemWM DiT outputs

Build DeMemWM frame memory geometry cache

Add DeMemWM frame memory reference attention

Add DeMemWM segment-aware temporal mask

Thread DeMemWM frame memory pose metadata

Slice DeMemWM diffusion updates to target frames

Add DeMemWM latent validation path