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.