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Mahdi S. Hosseini
Mahdi S. Hosseini
Assistant Professor of Computer Science, Concordia University
在 concordia.ca 的电子邮件经过验证 - 首页
标题
引用次数
年份
AdaFisher: Adaptive Second Order Optimization via Fisher Information
DM Gomes, Y Zhang, E Belilovsky, G Wolf, MS Hosseini
arXiv preprint arXiv:2405.16397, 2024
2024
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images
A Nasiri-Sarvi, V Quoc-Huy Trinh, H Rivaz, MS Hosseini
Computer Vision and Pattern Recognition (CVPR2024), 2024
2024
Computational pathology: a survey review and the way forward
MS Hosseini, BE Bejnordi, VQH Trinh, L Chan, D Hasan, X Li, S Yang, ...
Journal of Pathology Informatics, 100357, 2024
142024
Image diagnostic system, and methods of operating thereof
MS Hosseini, KN Plataniotis, L Chan, J Hayes, S Damaskinos
US Patent App. 18/180,648, 2023
2023
End-to-End Supervised Multilabel Contrastive Learning
A Sajedi, S Khaki, KN Plataniotis, MS Hosseini
https://arxiv.org/abs/2307.03967, 2023
62023
Pseudo-Inverted Bottleneck Convolution for Darts Search Space
A Ahmadian, LSP Liu, Y Fei, KN Plataniotis, MS Hosseini
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Image diagnostic system, and methods of operating thereof
MS Hosseini, KN Plataniotis, L Chan, J Hayes, S Damaskinos
US Patent 11,636,599, 2023
12023
Image diagnostic system, and methods of operating thereof
MS Hosseini, KN Plataniotis, L Chan, J Hayes, S Damaskinos
US Patent 11,488,307, 2022
12022
Exploiting Explainable Metrics for Augmented SGD
MS Hosseini, M Tuli, KN Plataniotis
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2022), 2022
42022
Image diagnostic system, and methods of operating thereof
MS Hosseini, KN Plataniotis, L Chan, J Hayes, S Damaskinos
US Patent 11,276,172, 2022
72022
HistoKT: Cross Knowledge Transfer in Computational Pathology
R Zhang, J Zhu, S Yang, MS Hosseini, A Genovese, L Chen, C Rowsell, ...
IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP), 2022
132022
Conetv2: Efficient auto-channel size optimization for cnns
YR Wang, S Khaki, W Zheng, MS Hosseini, KN Plataniotis
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
62021
Transferability of Deep Learning Models for Focus Quality Assessment in Digital Pathology
A Miles, MS Hosseini, S Tang, Z Wang, S Damaskinos, KN Plataniotis
Nature Scientific Reports, under review, 2021
2021
Towards Robust and Automatic Hyper-Parameter Tunning
M Tuli, MS Hosseini, KN Plataniotis
NeurIPS-OPT2021: 13th Annual Workshop on Optimization for Machine Learning, 2021
2021
P4AI: Approaching AI Ethics through Principlism
A Fu, E Ding, MS Hosseini, KN Plataniotis
Human-Centered AI workshop at NeurIPS 2021, 2021
12021
NoFADE: Analyzing Diminishing Returns on CO2 Investment
A Fu, J Tran, A Xie, J Spraggett, E Ding, CW Lee, K Singla, MS Hosseini, ...
Climate Change with Machine Learning workshop (NeurIPS2021-CCAI), 2021
2021
In Search of Probeable Generalization Measures
J Jaegerman, K Damouni, MS Hosseini, KN Plataniotis
International Conference on Machine Learning Applications (ICMLA2021), 2021
32021
Probeable DARTS with Application to Computational Pathology
S Tang, MS Hosseini, L Chen, S Varma, C Rowsell, S Damaskinos, ...
ICCV2021 CDPath, 2021
32021
CONet: Channel Optimization for Convolutional Neural Networks
MS Hosseini, JS Zhang, Z Liu, A Fu, J Su, M Tuli, KN Plataniotis
ICCV2021 NeurArch, 2021
72021
Acute lymphoblastic leukemia detection based on adaptive unsharpening and deep learning
A Genovese, MS Hosseini, V Piuri, KN Plataniotis, F Scotti
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
612021
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