Search Results for author: Omid Nejati Manzari

Found 4 papers, 3 papers with code

Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture

1 code implementation22 Apr 2023 Davoud Saadati, Omid Nejati Manzari, Sattar Mirzakuchaki

Medical image segmentation is crucial for the development of computer-aided diagnostic and therapeutic systems, but still faces numerous difficulties.

Image Segmentation Medical Image Segmentation +1

Robust Transformer with Locality Inductive Bias and Feature Normalization

1 code implementation27 Jan 2023 Omid Nejati Manzari, Hossein Kashiani, Hojat Asgarian Dehkordi, Shahriar Baradaran Shokouhi

In this paper, we explore the robustness of vision transformers against adversarial perturbations and try to enhance their robustness/accuracy trade-off in white box attack settings.

Inductive Bias Traffic Sign Recognition

Pyramid Transformer for Traffic Sign Detection

no code implementations13 Jul 2022 Omid Nejati Manzari, Amin Boudesh, Shahriar B. Shokouhi

The results demonstrate the superiority of the proposed model in the traffic sign detection tasks.

Inductive Bias Self-Driving Cars +1

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