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Oana M. Dumitrascu

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PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers

Aug 19, 2023
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Yalin Wang

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NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research

Jun 02, 2023
Wenhui Zhu, Peijie Qiu, Natasha Lepore, Oana M. Dumitrascu, Yalin Wang

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OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing

Feb 09, 2023
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang

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Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images

Feb 06, 2023
Wenhui Zhu, Peijie Qiu, Mohammad Farazi, Keshav Nandakumar, Oana M. Dumitrascu, Yalin Wang

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Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation

Oct 12, 2022
Wenhui Zhu, Peijie Qiu, Natasha Lepore, Oana M. Dumitrascu, Yalin Wang

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