Publications

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Cross-domain Open-world Discovery

Published in ICML 2024, 2024

This work CROW is a cross-domain open-world discovery method that enables automatic assignment of samples to seen classes and discovery of novel classes under a domain shift. CROW introduces a cluster-then-match strategy enabled by a well-structured representation space of foundation models.

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