Yi-Chu Xu — accepted AI-conference papers

2022

Federated Learning With Position-Aware Neurons

Xin-Chun Li, Yi-Chu Xu, Shaoming Song, Bingshuai Li, Yinchuan Li, Yunfeng Shao +1

CVPR 2022poster

Federated Learning (FL) fuses collaborative models from local nodes without centralizing users' data. The permutation invariance property of neural networks and the non-i.i.d. data across clients make the locally updated parameters imprecisely aligned, disabling the coordinate-based parameter averag…

Cited by 44 PDF ↗code ↗Scholar ↗

2021

Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective

Yang Yang, Chubing Zhang, Yi-Chu Xu, Dianhai Yu, De-Chuan Zhan, Jian Yang

IJCAI 2021poster

The main challenge of cross-modal retrieval is to learn the consistent embedding for heterogeneous modalities. To solve this problem, traditional label-wise cross-modal approaches usually constrain the inter-modal and intra-modal embedding consistency relying on the label ground-truths. However, the…

Cited by 32 Source ↗PDF ↗Scholar ↗