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Linhai Ma
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2020 – today
- 2024
- [j5]Jiasong Chen
, Linchen Qian
SymTC: A symbiotic Transformer-CNN net for instance segmentation of lumbar spine MRI. Comput. Biol. Medicine 179: 108795 (2024) - [c3]Yibo Dai, Peng Wu, Shecheng Cui, Linhai Ma:
Intrathread Method Orders Based Adaptive Testing of Concurrent Objects. TASE 2024: 91-108 - [i9]Jiasong Chen, Linchen Qian, Linhai Ma, Timur Urakov, Weiyong Gu, Liang Liang:
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI. CoRR abs/2401.09627 (2024) - [i8]Linchen Qian, Jiasong Chen, Linhai Ma, Timur Urakov, Weiyong Gu, Liang Liang:
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images. CoRR abs/2404.00231 (2024) - [i7]Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao:
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. CoRR abs/2405.14802 (2024) - 2023
- [j4]Linhai Ma, Liang Liang:
Increasing-Margin Adversarial (IMA) training to improve adversarial robustness of neural networks. Comput. Methods Programs Biomed. 240: 107687 (2023) - [j3]Linhai Ma, Liang Liang:
Improving adversarial robustness of deep neural networks via adaptive margin evolution. Neurocomputing 551: 126524 (2023) - [c2]Linhai Ma, Liang Liang:
Towards lifting the trade-off between accuracy and adversarial robustness of deep neural networks with application on COVID 19 CT image classification and medical image segmentation. Medical Imaging: Image Processing 2023 - 2022
- [j2]Linhai Ma, Liang Liang:
A regularization method to improve adversarial robustness of neural networks for ECG signal classification. Comput. Biol. Medicine 144: 105345 (2022) - [i6]Linhai Ma, Liang Liang:
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection. CoRR abs/2206.01736 (2022) - 2021
- [i5]Linhai Ma, Liang Liang:
A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification. CoRR abs/2110.09759 (2021) - 2020
- [c1]Linhai Ma, Liang Liang:
Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length. ICMLA 2020: 839-846 - [i4]Linhai Ma, Liang Liang:
Improve robustness of DNN for ECG signal classification: a noise-to-signal ratio perspective. CoRR abs/2005.09134 (2020) - [i3]Linhai Ma, Liang Liang:
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks. CoRR abs/2005.09147 (2020) - [i2]Linhai Ma, Liang Liang:
Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length. CoRR abs/2008.03609 (2020) - [i1]Liang Liang, Linhai Ma, Linchen Qian, Jiasong Chen:
An Algorithm to Attack Neural Network Encoder-based Out-Of-Distribution Sample Detector. CoRR abs/2009.08016 (2020)
2010 – 2019
- 2018
- [j1]Linhai Ma, Peng Wu
Diversity driven adaptive test generation for concurrent data structures. Inf. Softw. Technol. 103: 162-173 (2018)
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