39 citations · 39 across the 6 of their papers we have counts for
7 papers
Continual Error Correction on Low-Resource Devices
Kirill Paramonov, Mete Ozay, Aristeidis Mystakidis +11
The proliferation of AI models in everyday devices has highlighted a critical challenge: prediction errors that degrade user experience. While existing solutions focus on error det…
Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces
Evangelos Skartados, Mehmet Kerim Yucel, Bruno Manganelli +2
Neural Radiance Fields (NeRF) have quickly become the primary approach for 3D reconstruction and novel view synthesis in recent years due to their remarkable performance. Despite t…
TrickVOS: A Bag of Tricks for Video Object Segmentation
Evangelos Skartados, Konstantinos Georgiadis, Mehmet Kerim Yucel +5
Space-time memory (STM) network methods have been dominant in semi-supervised video object segmentation (SVOS) due to their remarkable performance. In this work, we identify three…
LP-IOANet: Efficient High Resolution Document Shadow Removal
Konstantinos Georgiadis, M. Kerim Yucel, Evangelos Skartados +4
Document shadow removal is an integral task in document enhancement pipelines, as it improves visibility, readability and thus the overall quality. Assuming that the majority of pr…
Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering
Konstantinos Georgiadis, Albert Saà-Garriga, Mehmet Kerim Yucel +2
Bokeh effect highlights an object (or any part of the image) while blurring the rest of the image, and creates a visually pleasant artistic effect. Due to the sensor-based limitati…
Real-time Monocular Depth Estimation with Sparse Supervision on Mobile
Mehmet Kerim Yucel, Valia Dimaridou, Anastasios Drosou +1
Monocular (relative or metric) depth estimation is a critical task for various applications, such as autonomous vehicles, augmented reality and image editing. In recent years, with…
Admission and Congestion Control for 5G Network Slicing
Bin Han, Antonio De Domenico, Ghina Dandachi +6
Network Slicing has been widely accepted as essential feature of future 5th Generation (5G) mobile communication networks. Accounting the potentially dense demand of network slices…