2 papers
cs.LG2026
Balancing Multimodal Learning through Label Space Reshaping
Xiaoyu Ma, Weijie Zhang, Yuanhao Gao +3
Multimodal learning often suffers from modality imbalance, where modalities that converge faster dominate optimization while others remain undertrained. Existing approaches typical…
cs.IR2024
Deep Class-guided Hashing for Multi-label Cross-modal Retrieval
Hao Chen, Lei Zhu, Xinghui Zhu
Deep hashing, due to its low cost and efficient retrieval advantages, is widely valued in cross-modal retrieval. However, existing cross-modal hashing methods either explore the re…