Search Results for author: Xinyang Huang

Found 3 papers, 2 papers with code

RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network

1 code implementation25 Aug 2023 Xinyang Huang, Chuang Zhu, Wenkai Chen

Cross-domain few-shot segmentation (CD-FSS) aims to achieve semantic segmentation in previously unseen domains with a limited number of annotated samples.

Cross-Domain Few-Shot Semantic Segmentation +1

Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning

1 code implementation4 May 2023 Xinyang Huang, Chuang Zhu, Wenkai Chen

At the inter-domain level, we propose a cross-domain alignment loss to help the model use the target prototype for cross-domain knowledge transfer.

Domain Adaptation Pseudo Label +2

HAFLO: GPU-Based Acceleration for Federated Logistic Regression

no code implementations29 Jul 2021 Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen

In recent years, federated learning (FL) has been widely applied for supporting decentralized collaborative learning scenarios.

Federated Learning regression

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