Mohammad Havaei

发表

HeMIS: Hetero-Modal Image Segmentation

Mohammad Havaei, Nicolas Guizard, Nicolas Chapados, 2016, MICCAI.

ISLES 2015 ‐ A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

et al., Ben Glocker, Mohammad Havaei, 2017, Medical Image Anal..

Hypothesis Disparity Regularized Mutual Information Maximization pdf

Mohammad Havaei, Xiang Jiang, Qicheng Lao, 2020, AAAI.

DFNet: Discriminative feature extraction and integration network for salient object detection

Mohammad Havaei, Sina Mohammadi, Sina Ghofrani Majelan, 2020, Eng. Appl. Artif. Intell..

PLASE: a Novel Planar Surface Extraction Method for the Autonomous Navigation of Micro-Air Vehicle

Mohammad Havaei, J. Rafid Siddiqui, Craig A. Lindley, 2011 .

Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification

Stan Matwin, Mohammad Havaei, Nicolas Chapados, 2018 .

Dual Adversarial Inference for Text-to-Image Synthesis

Thomas Fevens, Mohammad Havaei, Lisa Di-Jorio, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

A Convolutional Neural Network Approach to Brain Tumor Segmentation

Christopher Joseph Pal, Mohammad Havaei, Hugo Larochelle, 2015, Brainles@MICCAI.

A novel plane extraction approach using supervised learning

Mohammad Havaei, J. Rafid Siddiqui, Craig A. Lindley, 2013, Machine Vision and Applications.

Deep Learning Trends for Focal Brain Pathology Segmentation in MRI

Mohammad Havaei, Nicolas Guizard, Hugo Larochelle, 2016, Machine Learning for Health Informatics.

Learnable Explicit Density for Continuous Latent Space and Variational Inference pdf

Mohammad Havaei, Aaron C. Courville, Laurent Dinh, 2017, ArXiv.

Information Fusion in Deep Convolutional Neural Networks for Biomedical Image Segmentation 1

Mohammad Havaei, Nicolas Guizard, Nicolas Chapados, 2018, Signal Processing and Machine Learning for Biomedical Big Data.

Learning to Learn with Conditional Class Dependencies

Stan Matwin, Mohammad Havaei, Nicolas Chapados, 2018, ICLR.

InfoMask: Masked Variational Latent Representation to Localize Chest Disease pdf

Ghassan Hamarneh, Mohammad Havaei, Yoshua Bengio, 2019, MICCAI.

Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification

Mohammad Havaei, Hugo Larochelle, Pierre-Marc Jodoin, 2014, 2014 22nd International Conference on Pattern Recognition.

Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation pdf

Mohammad Havaei, Xiang Jiang, Qicheng Lao, 2020, ICML.

Elimination of ISI Using Improved LMS Based Decision Feedback Equalizer pdf

Mohammad Havaei, Nandivada Krishna Prasad, Velleshala Sudheer, 2012, ArXiv.

Within-brain classification for brain tumor segmentation

Mohammad Havaei, Hugo Larochelle, Pierre-Marc Jodoin, 2015, International Journal of Computer Assisted Radiology and Surgery.

Conditional Generation of Medical Images via Disentangled Adversarial Inference pdf

Mohammad Havaei, Yiping Wang, Qicheng Lao, 2020, ArXiv.

Jigsaw-VAE: Towards Balancing Features in Variational Autoencoders pdf

Mohammad Havaei, Saeid Asgari Taghanaki, Alex Lamb, 2020, ArXiv.

Task Adaptive Metric Space for Medium-Shot Medical Image Classification

Stan Matwin, Mohammad Havaei, Xiang Jiang, 2019, MICCAI.

On the Importance of Attention in Meta-Learning for Few-Shot Text Classification pdf

Stan Matwin, Mohammad Havaei, Nicolas Chapados, 2018, ArXiv.

Blind Channel Equalization pdf

Mohammad Havaei, Soheil Ghadami, Sanaz Moshirian, 2012, ArXiv.

Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay pdf

Mohammad Havaei, Yoshua Bengio, Xiang Jiang, 2020, ArXiv.

Brain tumor segmentation with Deep Neural Networks

Christopher Joseph Pal, Mohammad Havaei, Yoshua Bengio, 2015, Medical Image Anal..

CAGNet: Content-Aware Guidance for Salient Object Detection pdf

Mohammad Havaei, Sina Mohammadi, Sina Ghofrani Majelan, 2020, Pattern Recognit..

FoCL: Feature-Oriented Continual Learning for Generative Models pdf

Thomas Fevens, Mohammad Havaei, Francis Dutil, 2020, Pattern Recognit..

CT-SGAN: Computed Tomography Synthesis GAN

Mohammad Havaei, Ahmad Pesaranghader, Yiping Wang, 2021, DGM4MICCAI/DALI@MICCAI.

Conditional Generation of Medical Images via Disentangled Adversarial Inference

Mohammad Havaei, Qicheng Lao, Ximeng Mao, 2021, DGM4MICCAI/DALI@MICCAI.

Conditional Generation of Medical Images via Disentangled Adversarial Inference

Mohammad Havaei, Qicheng Lao, Ximeng Mao, 2020, Medical Image Anal..

A Convolutional Neural Network Approach to Brain Lesion Segmentation

Mohammad Havaei, Hugo Larochelle, Pierre-Marc Jodoin, 2015 .