AWhat changed
Applied continuous-signal and filtering principles to generator design to reduce coordinate-tied texture artifacts and improve transformation consistency.
Scientific scope
Applied continuous-signal and filtering principles to generator design to reduce coordinate-tied texture artifacts and improve transformation consistency. Translation- and rotation-oriented variants have different designs. Finite filtering, sampling and implementation matter; this is not arbitrary-GAN exact equivariance.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Translation- and rotation-oriented variants have different designs. Finite filtering, sampling and implementation matter; this is not arbitrary-GAN exact equivariance.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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