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cs.CV2024
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt
Xiangyu Wu, Qing-Yuan Jiang, Yang Yang +3
The recent introduction of prompt tuning based on pre-trained vision-language models has dramatically improved the performance of multi-label image classification. However, some ex…
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…