1 citations · 1 across the 3 of their papers we have counts for
3 papers
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.LG2024★ 1 cited
Multimodal Classification via Modal-Aware Interactive Enhancement
Qing-Yuan Jiang, Zhouyang Chi, Yang Yang
Due to the notorious modality imbalance problem, multimodal learning (MML) leads to the phenomenon of optimization imbalance, thus struggling to achieve satisfactory performance. R…
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…