2 papers
cs.CV2026
Uni-Encoder Meets Multi-Encoders: Representation Before Fusion for Brain Tumor Segmentation with Missing Modalities
Peibo Song, Xiaotian Xue, Jinshuo Zhang +5
Multimodal MRI offers complementary information for brain tumor segmentation, but clinical scans often lack one or more modalities, which degrades segmentation performance. In this…
cs.CV2021
DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation
Jinshuo Zhang, Zhicheng Wang, Songyan Zhang +1
Domain shift has always been one of the primary issues in video object segmentation (VOS), for which models suffer from degeneration when tested on unfamiliar datasets. Recently, m…