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Rethinking Encoder-Decoder Flow Through Shared Structures

Published in ArXiv.org • Jan 24, 2025
NobleIDNI8P43W55R88S49
Authors:
Frederik Laboyrie
,
Mehmet Kerim Yucel
,
Albert Saà-Garriga

Abstract

Dense prediction tasks have enjoyed a growing complexity of encoder architectures, decoders, however, have remained largely the same. They rely on individual blocks decoding intermediate feature maps sequentially. We introduce banks, shared structures that are used by each decoding block to provide ...

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