Mehdi Sajjadi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 9

Top Topics

Nonlinear Regression

Biomedical Images

Supervised Learning

Top Venues

IEEE Signal Process. Lett.

Publications

Trung Pham, Mehran Maghoumi, Wanli Jiang, Bala Siva Sashank Jujjavarapu, Mehdi Sajjadi, Xin Liu, Hsuan-Chu Lin, Bor-Jeng Chen, Giang Truong, Chao Fang, Junghyun Kwon, Minwoo Park
NVAutoNet: Fast and Accurate 360° 3D Visual Perception For Self Driving. WACV (2024)
Tolga Tasdizen, Mehdi Sajjadi, Mehran Javanmardi, Nisha Ramesh
Improving the robustness of convolutional networks to appearance variability in biomedical images. ISBI (2018)
Tolga Tasdizen, Mehdi Sajjadi, Mehran Javanmardi, Nisha Ramesh
Appearance invariance in convolutional networks with neighborhood similarity. CoRR (2017)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Mutual exclusivity loss for semi-supervised deep learning. ICIP (2016)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning. NIPS (2016)
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
Disjunctive normal networks. Neurocomputing 218 (2016)
Mehran Javanmardi, Mehdi Sajjadi, Ting Liu, Tolga Tasdizen
Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation. CoRR (2016)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Mutual Exclusivity Loss for Semi-Supervised Deep Learning. CoRR (2016)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning. CoRR (2016)
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
Nonlinear Regression with Logistic Product Basis Networks. IEEE Signal Process. Lett. 22 (8) (2015)
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
Disjunctive Normal Networks. CoRR (2014)
Mojtaba Seyedhosseini, Mehdi Sajjadi, Tolga Tasdizen
Image Segmentation with Cascaded Hierarchical Models and Logistic Disjunctive Normal Networks. ICCV (2013)
Mehdi Sajjadi, Rassoul Amirfattahi, Mohammad Reza Ahmadzadeh, Mohammad Ali Saghafi
A new filter bank algorithm for enhancement of early signs of ischemic stroke in brain CT images. ICSIPA (2011)