Pengxu Wei

Open Set Domain Adaptation By Novel Class Discovery

2022 · arXiv (Cornell University)

In Open Set Domain Adaptation (OSDA), large amounts of target samples are drawn from the implicit categories that never appear in the source domain. Due to the lack of their specific belonging, existing methods indiscriminately …

Cross-Prompt Adversarial Attack on Segment Anything Model

2024

Segment Anything Model (SAM) proposes promptable image segmentation based on various types of prompts like points and boxes. Although SAM presents impressive performance on segmentation and provides unparalleled versatility, it still suffers from the threat …