diff options
| author | Yuren Hao <blackhao0426@gmail.com> | 2026-08-01 14:11:25 -0500 |
|---|---|---|
| committer | Yuren Hao <blackhao0426@gmail.com> | 2026-08-01 14:11:25 -0500 |
| commit | ebc2e7f5129b81db745ad15e5b78b69a95b9837c (patch) | |
| tree | 07ae6afc906f0c7090d659476504f93454166357 /artifacts | |
| parent | a62cf4d2a99b4a7985c61b2a7feb92a82a8218b7 (diff) | |
Augmentation orbits do not substitute for multiple photographs
Four random resized crops per Visual Genome image, segmented
independently with their fields averaged, leave the correlation at
0.6559. Closed-world re-renders resample layout, which is nuisance by
construction, so averaging removes modality-private variation; random
crops perturb framing that self-supervised patch features already
absorb, leaving nothing to cancel.
Co-Authored-By: Claude <noreply@anthropic.com>
Diffstat (limited to 'artifacts')
| -rw-r--r-- | artifacts/vg_5k/natural_pipeline_orbit.json | 8 |
1 files changed, 8 insertions, 0 deletions
diff --git a/artifacts/vg_5k/natural_pipeline_orbit.json b/artifacts/vg_5k/natural_pipeline_orbit.json new file mode 100644 index 0000000..0365ac1 --- /dev/null +++ b/artifacts/vg_5k/natural_pipeline_orbit.json @@ -0,0 +1,8 @@ +{ + "protocol": "Continuous states, content projection fitted per modality on scenes outside the evaluated set. Hidden pairs are read only for the correlation.", + "samples": 256, + "views": 4, + "kept_directions": 8, + "field_correlation_at_truth": 0.6559307692721238, + "recovery_threshold": 0.9 +}
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