Search Results for author: Yong Qi

Found 6 papers, 0 papers with code

Saliency-Aware Automatic Buddhas Statue Recognition

no code implementations26 Feb 2024 Yong Qi, Fanghan Zhao

Buddha statues, as a symbol of many religions, have significant cultural implications that are crucial for understanding the culture and history of different regions, and the recognition of Buddha statues is therefore the pivotal link in the field of Buddha study.

Dual Class-Aware Contrastive Federated Semi-Supervised Learning

no code implementations16 Nov 2022 Qi Guo, Yong Qi, Saiyu Qi, Di wu

To our knowledge, we are the first to present an FSSL method that utilizes only 10\% labeled clients, while still achieving superior performance compared to standard federated supervised learning, which uses all clients with labeled data.

FedMCSA: Personalized Federated Learning via Model Components Self-Attention

no code implementations23 Aug 2022 Qi Guo, Yong Qi, Saiyu Qi, Di wu, Qian Li

Federated learning (FL) facilitates multiple clients to jointly train a machine learning model without sharing their private data.

Personalized Federated Learning

Research on Gender-related Fingerprint Features

no code implementations18 Aug 2021 Yong Qi, Yanping Li, Huawei Lin, Jiashu Chen, Huaiguang Lei

Experimental results demonstrate that the combination of our approach outperforms other combinations in terms of average accuracy and separate-gender accuracy.

valid

Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer

no code implementations27 Jun 2020 Qian Li, Qingyuan Hu, Yong Qi, Saiyu Qi, Jie Ma, Jian Zhang

SBA stochastically decides whether to augment at iterations controlled by the batch scheduler and in which a ''distilled'' dynamic soft label regularization is introduced by incorporating the similarity in the vicinity distribution respect to raw samples.

Data Augmentation

Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval

no code implementations25 Nov 2018 Yaochen Li, Ying Liu, Rui Sun, Rui Guo, Li Zhu, Yong Qi

In this paper, we propose a framework to reconstruct the 3D models by the multi-view point cloud registration algorithm with adaptive convergence threshold, and subsequently apply it to 3D model retrieval.

Point Cloud Registration Retrieval

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