Downscaled training gradients are close to native only inside specific noise windows and on mild routes; the mismatch splits into a ratio-governed part and an absolute-size floor that persists at every noise level.
6), both withzero per-route freedomon held-out routes: amplitudes and floors come from the two governors of§4.3 fitted on{1024→896,1024→512,1280→1120}
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
When does training on downscaled images yield the same gradients?
Downscaled training gradients are close to native only inside specific noise windows and on mild routes; the mismatch splits into a ratio-governed part and an absolute-size floor that persists at every noise level.