107 citations · 107 across the 2 of their papers we have counts for
4 papers
Foveation-Guided Dynamic Token Selection for Robust and Efficient Vision Transformers
Ibrahim Batuhan Akkaya, Kishaan Jeeveswaran, Bahram Zonooz +1
The human visual system (HVS) employs foveated sampling and eye movements to achieve efficient perception, conserving both metabolic energy and computational resources. Drawing ins…
Focus-and-Detect: A Small Object Detection Framework for Aerial Images
Onur Can Koyun, Reyhan Kevser Keser, İbrahim Batuhan Akkaya +1
Despite recent advances, object detection in aerial images is still a challenging task. Specific problems in aerial images makes the detection problem harder, such as small objects…
Self-training Guided Adversarial Domain Adaptation For Thermal Imagery
Ibrahim Batuhan Akkaya, Fazil Altinel, Ugur Halici
Deep models trained on large-scale RGB image datasets have shown tremendous success. It is important to apply such deep models to real-world problems. However, these models suffer…
GAIT: Gradient Adjusted Unsupervised Image-to-Image Translation
Ibrahim Batuhan Akkaya, Ugur Halici
Image-to-image translation (IIT) has made much progress recently with the development of adversarial learning. In most of the recent work, an adversarial loss is utilized to match…