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 | 14 | 2024 |
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 | 6 | 2023 |
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 | 1 | 2023 |
Image diagnostic system, and methods of operating thereof MS Hosseini, KN Plataniotis, L Chan, J Hayes, S Damaskinos US Patent 11,488,307, 2022 | 1 | 2022 |
Exploiting Explainable Metrics for Augmented SGD MS Hosseini, M Tuli, KN Plataniotis IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2022), 2022 | 4 | 2022 |
Image diagnostic system, and methods of operating thereof MS Hosseini, KN Plataniotis, L Chan, J Hayes, S Damaskinos US Patent 11,276,172, 2022 | 7 | 2022 |
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 | 13 | 2022 |
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 | 6 | 2021 |
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 | 1 | 2021 |
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 | 3 | 2021 |
Probeable DARTS with Application to Computational Pathology S Tang, MS Hosseini, L Chen, S Varma, C Rowsell, S Damaskinos, ... ICCV2021 CDPath, 2021 | 3 | 2021 |
CONet: Channel Optimization for Convolutional Neural Networks MS Hosseini, JS Zhang, Z Liu, A Fu, J Su, M Tuli, KN Plataniotis ICCV2021 NeurArch, 2021 | 7 | 2021 |
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 | 61 | 2021 |