Search Results for author: Mehrdad Noori

Found 6 papers, 5 papers with code

TFS-ViT: Token-Level Feature Stylization for Domain Generalization

1 code implementation28 Mar 2023 Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo A. Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers

This paper presents a first Token-level Feature Stylization (TFS-ViT) approach for domain generalization, which improves the performance of ViTs to unseen data by synthesizing new domains.

Domain Generalization

Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

no code implementations4 Apr 2020 Mehrdad Noori, Ali Bahri, Karim Mohammadi

Most of the existing methods, especially UNet-based networks, integrate low-level and high-level features in a naive way, which may result in confusion for the model.

Brain Tumor Segmentation Tumor Segmentation

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

1 code implementation3 Apr 2020 Mehrdad Noori, Sina Mohammadi, Sina Ghofrani Majelan, Ali Bahri, Mohammad Havaei

To address the second challenge, we propose an Attention-based Multi-level Integrator Module to give the model the ability to assign different weights to multi-level feature maps.

object-detection RGB Salient Object Detection +2

CAGNet: Content-Aware Guidance for Salient Object Detection

3 code implementations29 Nov 2019 Sina Mohammadi, Mehrdad Noori, Ali Bahri, Sina Ghofrani Majelan, Mohammad Havaei

Beneficial from Fully Convolutional Neural Networks (FCNs), saliency detection methods have achieved promising results.

Object object-detection +3

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