Abstract: The emergence of advanced AI-based tools to generate realistic images poses significant challenges for forensic detection and source attribution, especially as new generative techniques ...

Source-Free Domain Adaptive (SFDA) object detection addresses the challenges of detection in scenarios where both source domain data and target domain labels are unavailable. Due to the lack of data ...