What is recorded here?
Introduced residual learning around space-to-channel features and a decoupled adaptation/training procedure to retain reconstruction quality at high spatial compression.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits autoencoders and spatial/channel transforms. This component-level method is distinct from SANA's overall system integration; no second invention credit assigned to SANA for DC-AE itself. High spatial compression is not lossless total information compression.
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People and systems
Junyu Chen; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Yao Lu; Song Han
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
DC-AE: residual autoencoding and decoupled high-resolution adaptation
Introduced residual learning around space-to-channel features and a decoupled adaptation/training procedure to retain reconstruction quality at high spatial compression.
Scientific scope
Inherits autoencoders and spatial/channel transforms. This component-level method is distinct from SANA's overall system integration; no second invention credit assigned to SANA for DC-AE itself. High spatial compression is not lossless total information compression.
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
Junyu Chen; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Yao Lu; Song Han
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.