A Recent Survey of Vision Transformers for Medical Image Segmentation

no code implementations • 1 Dec 2023 • Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Najmus Saher Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umme Hani Asif, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak

This survey paper provides a detailed review of the recent advancements in ViTs and HVTs for medical image segmentation.

Image Segmentation Inductive Bias +3

Malware Classification Using Deep Boosted Learning

no code implementations • 8 Jul 2021 • Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Umme Zahoora, Asifullah Khan

In the hybrid learning, Deep features are extracted from customized CNN architectures and fed into the conventional machine learning classifier to improve the classification performance.

Classification Malware Classification +1

A Survey of the Recent Architectures of Deep Convolutional Neural Networks

no code implementations • 17 Jan 2019 • Asifullah Khan, Anabia Sohail, Umme Zahoora, Aqsa Saeed Qureshi

The availability of a large amount of data and improvement in the hardware technology has accelerated the research in CNNs, and recently interesting deep CNN architectures have been reported.

Image Classification object-detection +3