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Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis


Aug 24, 2022
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

* arXiv admin note: substantial text overlap with arXiv:2202.07470 

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Distributed Contrastive Learning for Medical Image Segmentation


Aug 07, 2022
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu

* arXiv admin note: substantial text overlap with arXiv:2204.10983 

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Quantum Neural Network Compression


Jul 05, 2022
Zhirui Hu, Peiyan Dong, Zhepeng Wang, Youzuo Lin, Yanzhi Wang, Weiwen Jiang


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Federated Contrastive Learning for Volumetric Medical Image Segmentation


Apr 23, 2022
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu

* International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2021 

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Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation


Feb 14, 2022
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu


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Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning


Feb 14, 2022
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu


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Distributed Unsupervised Visual Representation Learning with Fused Features


Nov 21, 2021
Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu


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Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs


Sep 08, 2021
Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Jinjun Xiong, Yiyu Shi, Weiwen Jiang


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Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow


Sep 08, 2021
Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang


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Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast


Jun 07, 2021
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu


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