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cs.CV2025
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…
cs.CV2022
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…
cs.CV2021
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…