Abstract: Recently, it has been a popular trend to use self-supervised learning to pre-train an encoder using a large number of unlabeled image pairs. The pre-trained encoder can serve as a feature ...
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 ...
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