68 citations · 79 across the 5 of their papers we have counts for
5 papers
The Hidden Evolution of Disguised Visual Context inside the VLM
Wish Suharitdamrong, Tony Alex, Xiatian Zhu +2
Visual tokens enter Large Language Models (LLMs) as raw, foreign signals. How they are transformed into meaningful representations and interact with the language space depends enti…
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches
Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen +9
Detecting COVID-19 in computed tomography (CT) or radiography images has been proposed as a supplement to the definitive RT-PCR test. We present a deep learning ensemble for detect…
SiT: Self-supervised vIsion Transformer
Sara Atito, Muhammad Awais, Josef Kittler
Self-supervised learning methods are gaining increasing traction in computer vision due to their recent success in reducing the gap with supervised learning. In natural language pr…
Relative Attribute Classification with Deep Rank SVM
Sara Atito Ali Ahmed, Berrin Yanikoglu
Relative attributes indicate the strength of a particular attribute between image pairs. We introduce a deep Siamese network with rank SVM loss function, called Deep Rank SVM (DRSV…
Deep Convolutional Neural Network Ensembles using ECOC
Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu +2
Deep neural networks have enhanced the performance of decision making systems in many applications including image understanding, and further gains can be achieved by constructing…