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ORCIDMehran Javanmardi
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2020 – today
- 2020
[b1]Mehran Javanmardi:
Learning Deep Models under Constraints of Annotated Data Insufficiency. University of Utah, USA, 2020- [j1]Mehran Javanmardi
, Dina Huang, Pallavi Dwivedi, Sahil Khanna, Kim D. Brunisholz, Ross T. Whitaker, Quynh C. Nguyen, Tolga Tasdizen:
Analyzing Associations Between Chronic Disease Prevalence and Neighborhood Quality Through Google Street View Images. IEEE Access 8: 6407-6416 (2020)
2010 – 2019
- 2018
- [c6]Mehran Javanmardi, Ricardo Bigolin Lanfredi, Müjdat Çetin, Tolga Tasdizen:
Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. CVPR Workshops 2018: 375-382 - [c5]Tolga Tasdizen, Mehdi Sajjadi, Mehran Javanmardi, Nisha Ramesh:
Improving the robustness of convolutional networks to appearance variability in biomedical images. ISBI 2018: 549-553 - [c4]Mehran Javanmardi, Tolga Tasdizen:
Domain adaptation for biomedical image segmentation using adversarial training. ISBI 2018: 554-558 - 2017
- [i5]Tolga Tasdizen, Mehdi Sajjadi, Mehran Javanmardi, Nisha Ramesh:
Appearance invariance in convolutional networks with neighborhood similarity. CoRR abs/1707.00755 (2017) - 2016
- [c3]Ting Liu, Miaomiao Zhang, Mehran Javanmardi, Nisha Ramesh, Tolga Tasdizen:
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation. ECCV (1) 2016: 144-159 - [c2]Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen:
Mutual exclusivity loss for semi-supervised deep learning. ICIP 2016: 1908-1912 - [c1]Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen:
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning. NIPS 2016: 1163-1171 - [i4]Mehran Javanmardi, Mehdi Sajjadi, Ting Liu, Tolga Tasdizen:
Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation. CoRR abs/1605.01368 (2016) - [i3]Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen:
Mutual Exclusivity Loss for Semi-Supervised Deep Learning. CoRR abs/1606.03141 (2016) - [i2]Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen:
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning. CoRR abs/1606.04586 (2016) - [i1]Ting Liu, Miaomiao Zhang, Mehran Javanmardi, Nisha Ramesh, Tolga Tasdizen:
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation. CoRR abs/1608.04051 (2016)
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