Mohammad Havaei

Orcid: 0000-0002-3603-5067

According to our database1, Mohammad Havaei authored at least 35 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Source-free Domain Adaptation Requires Penalized Diversity.
CoRR, 2023

2022
A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay.
IEEE Trans. Neural Networks Learn. Syst., 2022

Pitfalls of Conditional Batch Normalization for Contextual Multi-Modal Learning.
CoRR, 2022

FHIST: A Benchmark for Few-shot Classification of Histological Images.
CoRR, 2022

FL Games: A federated learning framework for distribution shifts.
CoRR, 2022

Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation.
CoRR, 2022

Stain transfer using Generative Adversarial Networks and disentangled features.
Comput. Biol. Medicine, 2022

AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
FoCL: Feature-oriented continual learning for generative models.
Pattern Recognit., 2021

Conditional generation of medical images via disentangled adversarial inference.
Medical Image Anal., 2021

CT-SGAN: Computed Tomography Synthesis GAN.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

Hypothesis Disparity Regularized Mutual Information Maximization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
CAGNet: Content-Aware Guidance for Salient Object Detection.
Pattern Recognit., 2020

DFNet: Discriminative feature extraction and integration network for salient object detection.
Eng. Appl. Artif. Intell., 2020

Jigsaw-VAE: Towards Balancing Features in Variational Autoencoders.
CoRR, 2020

Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay.
CoRR, 2020

Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
InfoMask: Masked Variational Latent Representation to Localize Chest Disease.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Task Adaptive Metric Space for Medium-Shot Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Learning to Learn with Conditional Class Dependencies.
Proceedings of the 7th International Conference on Learning Representations, 2019

Dual Adversarial Inference for Text-to-Image Synthesis.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification.
CoRR, 2018

2017
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Medical Image Anal., 2017

Brain tumor segmentation with Deep Neural Networks.
Medical Image Anal., 2017

Learnable Explicit Density for Continuous Latent Space and Variational Inference.
CoRR, 2017

2016
Deep Learning Trends for Focal Brain Pathology Segmentation in MRI.
Proceedings of the Machine Learning for Health Informatics, 2016

Deep learning trends for focal brain pathology segmentation in MRI.
CoRR, 2016

Within-brain classification for brain tumor segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2016

HeMIS: Hetero-Modal Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
A Convolutional Neural Network Approach to Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015

2014
Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
A novel plane extraction approach using supervised learning.
Mach. Vis. Appl., 2013

2012
Blind Channel Equalization
CoRR, 2012

Elimination of ISI Using Improved LMS Based Decision Feedback Equalizer
CoRR, 2012


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