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20242026
most citedAnchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint

1 citations · 4 across the 20 of their papers we have counts for

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cs.CV2026

FUSEP: A Multi-Center Benchmark for Diverse Tasks in Early Pregnancy Fetal Ultrasound Screening

Bin Pu, Jiewen Yang, Liwen Wang +9

A large number of infants with congenital anomalies are born each year globally, especially in areas with underdeveloped medical resources. Currently, fetal ultrasound screening is…

cs.CV2026

Toward a Multi-View Brain Network Foundation Model: Cross-View Consistency Learning Across Arbitrary Atlases

Jiaxing Xu, Jingying Ma, Xin Lin +7

Brain network analysis provides an interpretable framework for characterizing brain organization and has been widely used for neurological disorder identification. Recent advances…

cs.CV2026

MPA: Multimodal Prototype Augmentation for Few-Shot Learning

Liwen Wu, Wei Wang, Lei Zhao +5

Recently, few-shot learning (FSL) has become a popular task that aims to recognize new classes from only a few labeled examples and has been widely applied in fields such as natura…

cs.CV2025

Synergistic Prompting for Robust Visual Recognition with Missing Modalities

Zhihui Zhang, Luanyuan Dai, Qika Lin +5

Large-scale multi-modal models have demonstrated remarkable performance across various visual recognition tasks by leveraging extensive paired multi-modal training data. However, i…

cs.CV2025

Endoscopic Depth Estimation Based on Deep Learning: A Survey

Ke Niu, Zeyun Liu, Xue Feng +5

Endoscopic depth estimation is a critical technology for improving the safety and precision of minimally invasive surgery. It has attracted considerable attention from researchers…