Use key-only DeMemWM pose geometry

Make DeMemWM memory streams self-only

Add frame memory timestamp conditioning

Use configured focal length in DeMemWM geometry

Simplify DeMemWM memory noise modes

code clean up

Trust DeMemWM Plucker geometry metadata

Use fp32 for DeMemWM Plucker geometry

Validate DeMemWM DiT stream boundaries

Warn on missing DeMemWM Plucker geometry

Remove DeMemWM model debugger traps

Remove DeMemWM attention debugger trap

Add DeMemWM geometry-aware memory attention

Clean up DeMemWM naming and memory path

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

Thread DeMemWM frame memory diffusion metadata

Add DeMemWM step 1-4 dataset scaffold