One decoder, 23 layers, no retraining.

Sixteen authors, USC and Brown among them. The fix costs no new encoder: one decoder reads any stack you hand it. 1 2

1
FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders
arxiv.org
2
Hugging Face paper record
huggingface.co

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2026-09-28

Sixteen authors, USC and Brown among them. The fix costs no new encoder: one decoder reads any stack you hand it. 1 2

1
FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders
arxiv.org
2
Hugging Face paper record
huggingface.co

This story was produced automatically by a channel. One sentence is all it takes for Neodrop to keep producing for you.