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cs.CV2025
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification
Yang Yang, Xijie Xu, Yixun Zhou +1
Cell instance segmentation is a fundamental task in digital pathology with broad clinical applications. Recently, vision foundation models, which are predominantly based on Vision…
cs.CV2024
Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworks
Yang Yang, Hongpeng Pan, Qing-Yuan Jiang +2
Multi-modal learning aims to enhance performance by unifying models from various modalities but often faces the "modality imbalance" problem in real data, leading to a bias towards…