Hamarneh, Ghassan

23 publications

WACV 2025 Debiasify: Self-Distillation for Unsupervised Bias Mitigation Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran

ICLR 2025 SMITE: Segment Me in TimE Amirhossein Alimohammadi, Sauradip Nag, Saeid Asgari, Andrea Tagliasacchi, Ghassan Hamarneh, Ali Mahdavi Amiri

ECCV 2024 AFreeCA: Annotation-Free Counting for All Adriano D'Alessandro, Ali Mahdavi-Amiri, Ghassan Hamarneh

CVPRW 2024 Continual-Zoo: Leveraging Zoo Models for Continual Classification of Medical Images Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

ICLR 2024 SLiMe: Segment like Me Aliasghar Khani, Saeid Asgari, Aditya Sanghi, Ali Mahdavi Amiri, Ghassan Hamarneh

CVPR 2022 BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

ECCVW 2022 CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh

AAAI 2022 Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? Weina Jin, Xiaoxiao Li, Ghassan Hamarneh

ECCVW 2022 FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

NeurIPS 2022 MaskTune: Mitigating Spurious Correlations by Forcing to Explore Saeid Asgari, Aliasghar Khani, Fereshte Khani, Ali Gholami, Linh Tran, Ali Mahdavi Amiri, Ghassan Hamarneh

CVPRW 2021 D-LEMA: Deep Learning Ensembles from Multiple Annotations - Application to Skin Lesion Segmentation Zahra Mirikharaji, Kumar Abhishek, Saeed Izadi, Ghassan Hamarneh

CVPRW 2020 Illumination-Based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images Kumar Abhishek, Ghassan Hamarneh, Mark S. Drew

ICCVW 2019 Retinal Image Classification via Vasculature-Guided Sequential Attention Mengliu Zhao, Ghassan Hamarneh

ICCVW 2019 WhiteNNer-Blind Image Denoising via Noise Whiteness Priors Saeed Izadi, Zahra Mirikharaji, Mengliu Zhao, Ghassan Hamarneh

ICCV 2013 Bounded Labeling Function for Global Segmentation of Multi-Part Objects with Geometric Constraints Masoud S. Nosrati, Shawn Andrews, Ghassan Hamarneh

ICCV 2011 Convex Multi-Region Probabilistic Segmentation with Shape Prior in the Isometric Log-Ratio Transformation Space Shawn Andrews, Chris McIntosh, Ghassan Hamarneh

ECCV 2010 Adaptive Regularization for Image Segmentation Using Local Image Curvature Cues Josna Rao, Rafeef Abugharbieh, Ghassan Hamarneh

CVPRW 2010 Graph-Based Tracking of the Tongue Contour in Ultrasound Sequences with Adaptive Temporal Regularization Lisa Tang, Ghassan Hamarneh

CVPR 2010 Group MRF for fMRI Activation Detection Bernard Ng, Rafeef Abugharbieh, Ghassan Hamarneh

CVPR 2010 Vessel Scale-Selection Using MRF Optimization Hengameh Mirzaalian, Ghassan Hamarneh

CVPR 2009 A Graph-Based Approach to Skin Mole Matching Incorporating Template-Normalized Coordinates Hengameh Mirzaalian, Ghassan Hamarneh, Tim K. Lee

CVPR 2008 SMRFI: Shape Matching via Registration of Vector-Valued Feature Images Lisa Tang, Ghassan Hamarneh

CVPR 2006 Vessel Crawlers: 3D Physically-Based Deformable Organisms for Vasculature Segmentation and Analysis Chris McIntosh, Ghassan Hamarneh