SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation. - Ting Liu 005; Miaomiao Zhang; Mehran Javanmardi; Nisha Ramesh; Tolga Tasdizen (ECCV (1), 2016)

Mutual exclusivity loss for semi-supervised deep learning. - Mehdi Sajjadi; Mehran Javanmardi; Tolga Tasdizen (ICIP, 2016)

Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning. - Mehdi Sajjadi; Mehran Javanmardi; Tolga Tasdizen (NIPS, 2016)

Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation. - Mehran Javanmardi; Mehdi Sajjadi; Ting Liu 005; Tolga Tasdizen (CoRR, 2016)

Appearance invariance in convolutional networks with neighborhood similarity. - Tolga Tasdizen; Mehdi Sajjadi; Mehran Javanmardi; Nisha Ramesh (CoRR, 2017)

Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. - Mehran Javanmardi; Ricardo Bigolin Lanfredi; Müjdat Çetin; Tolga Tasdizen (CVPR Workshops, 2018)

Domain adaptation for biomedical image segmentation using adversarial training. - Mehran Javanmardi; Tolga Tasdizen (ISBI, 2018)

Improving the robustness of convolutional networks to appearance variability in biomedical images. - Tolga Tasdizen; Mehdi Sajjadi; Mehran Javanmardi; Nisha Ramesh (ISBI, 2018)

Analyzing Associations Between Chronic Disease Prevalence and Neighborhood Quality Through Google Street View Images. - Mehran Javanmardi; Dina Huang; Pallavi Dwivedi; Sahil Khanna; Kim D. Brunisholz; Ross T. Whitaker; Quynh C. Nguyen; Tolga Tasdizen (IEEE Access, 2020)

Learning Deep Models under Constraints of Annotated Data Insufficiency. - Mehran Javanmardi (2020)