What is recorded here?
Adapted non-local self-attention to generator and discriminator representations, paired with spectral normalization on both networks and distinct update rates for long-range image synthesis.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Self-attention, spectral normalization and two-timescale updates have credited predecessors. Attention maps and feature metrics do not prove object-level causal understanding or complete distribution coverage.
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People and systems
Han Zhang; Ian Goodfellow; Dimitris Metaxas; Augustus Odena
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.
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English catalogue narrative
SAGAN: non-local attention and conditioning for adversarial synthesis
Adapted non-local self-attention to generator and discriminator representations, paired with spectral normalization on both networks and distinct update rates for long-range image synthesis.
Scientific scope
Self-attention, spectral normalization and two-timescale updates have credited predecessors. Attention maps and feature metrics do not prove object-level causal understanding or complete distribution coverage.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Han Zhang; Ian Goodfellow; Dimitris Metaxas; Augustus Odena
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.