mahdihosseini
My research interests cover theoretical advancement in Machine Learning and Computer Vision algorithms with focused applications in Computational Pathology.
Toronto, Canada
Pinned Repositories
1Shot-MaxPol
Natural Image Deconvolution [IEEE TIP 2019]
ADP
Atlas of Digital Pathology for Deep Learning [CVPR2019]
CONet
Channel Optimization for Convolutional Neural Networks [ICCV2021]
DARTS-ADP
Probeable DARTS with Application to Computational Pathology [ICCV2021]
FoucsPath
Dataset for Natural Focus Blurr Assessment in Digital Pathology
FQPath
No-Reference Focus Quality Assessment of Digital Pathology Images [IEEE TMI 2019]
KMCL
Kernel based Multilabel Contrastive Learning
MaxPol
Numerical Differentiation for Signal and Image Processing [SIIMS 2017, IEEE TIP 2017]
PIBConv
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space [ICASSP2023]
RMSGD
Exploiting Explainable Metrics for Augmented SGD [CVPR2022]
mahdihosseini's Repositories
mahdihosseini/RMSGD
Exploiting Explainable Metrics for Augmented SGD [CVPR2022]
mahdihosseini/1Shot-MaxPol
Natural Image Deconvolution [IEEE TIP 2019]
mahdihosseini/ADP
Atlas of Digital Pathology for Deep Learning [CVPR2019]
mahdihosseini/FQPath
No-Reference Focus Quality Assessment of Digital Pathology Images [IEEE TMI 2019]
mahdihosseini/MaxPol
Numerical Differentiation for Signal and Image Processing [SIIMS 2017, IEEE TIP 2017]
mahdihosseini/FoucsPath
Dataset for Natural Focus Blurr Assessment in Digital Pathology
mahdihosseini/CONet
Channel Optimization for Convolutional Neural Networks [ICCV2021]
mahdihosseini/HistoKT
Cross Knowledge Transfer in Computational Pathology [ICASSP2022]
mahdihosseini/KMCL
Kernel based Multilabel Contrastive Learning
mahdihosseini/GenProb
In Search of Probeable Generalization Measures [ICMLA2021]
mahdihosseini/HistoLabelTransfer
Transferability of Histological Tissue Labels in Computational Pathology [ECCV2020]
mahdihosseini/HVS-MaxPol
No-Reference (NR) Image Sharpness Assessment (ISA) of Natural Images [IEEE TIP 2019]
mahdihosseini/DARTS-ADP
Probeable DARTS with Application to Computational Pathology [ICCV2021]
mahdihosseini/Synthetic-MaxPol
No-Reference (NR) Image Sharpness Assessment (ISA) of Synthetically Blurred Images
mahdihosseini/CONetV2
Efficient Auto-Channel Size Optimization for CNNs [ICMLA2021]
mahdihosseini/DARTS-FQA
Lightweight DARTS Architecture for Focus Quality Assessment (FQA) in Digital Pathology
mahdihosseini/PIBConv
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space [ICASSP2023]
mahdihosseini/GVAN
Package Library for Inverse Vandermonde Calculation
mahdihosseini/mahdihosseini.github.io