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- W4320341821 abstract "Unsupervised domain adaptation (UDA) is an important topic in the computer vision community. The key difficulty lies in defining a common property between the source and target domains so that the source-domain features can align with the target-domain semantics. In this paper, we present a simple and effective mechanism that regularizes cross-domain representation learning with a domain-agnostic prior (DAP) that constrains the features extracted from source and target domains to align with a domain-agnostic space. In practice, this is easily implemented as an extra loss term that requires a little extra costs. In the standard evaluation protocol of transferring synthesized data to real data, we validate the effectiveness of different types of DAP, especially that borrowed from a text embedding model that shows favorable performance beyond the state-of-the-art UDA approaches in terms of segmentation accuracy. Our research reveals that UDA benefits much from better proxies, possibly from other data modalities." @default.
- W4320341821 created "2023-02-13" @default.
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- W4320341821 date "2022-04-06" @default.
- W4320341821 modified "2023-09-23" @default.
- W4320341821 title "Domain-Agnostic Prior for Transfer Semantic Segmentation" @default.
- W4320341821 doi "https://doi.org/10.48550/arxiv.2204.02684" @default.
- W4320341821 hasPublicationYear "2022" @default.
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