2 papers
cs.CV2025
Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets
Yangrui Zhu, Junhua Bao, Yipan Wei +2
Existing multimodal methods typically assume that different modalities share the same category set. However, in real-world applications, the category distributions in multimodal da…
cs.LG2025
Towards Unified Modeling in Federated Multi-Task Learning via Subspace Decoupling
Yipan Wei, Yuchen Zou, Yapeng Li +1
Federated Multi-Task Learning (FMTL) enables multiple clients performing heterogeneous tasks without exchanging their local data, offering broad potential for privacy preserving mu…