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Generalization Under Scrutiny: Cross-Domain Detection Progresses, Pitfalls, and Persistent Challenges by Anirban Bose is a document available to read on EtoBox.

What is Generalization Under Scrutiny: Cross-Domain Detection Progresses, Pitfalls, and Persistent Challenges about?

The document provides a comprehensive survey on cross-domain object detection (CDOD), highlighting the challenges and complexities of adapting models trained in one domain to perform effectively in another. It formulates CDOD as a multi-stage problem, categorizes existing methods through a conceptual taxonomy, and discusses the propagation of domain shift across detection stages. The survey aims to unify the fragmented literature and guide future research by identifying key challenges and promising directio

Author

Anirban Bose

Language

EN