3 papers
cs.CV2025
VoD: Learning Volume of Differences for Video-Based Deepfake Detection
Ying Xu, Marius Pedersen, Kiran Raja
The rapid development of deep learning and generative AI technologies has profoundly transformed the digital contact landscape, creating realistic Deepfake that poses substantial c…
cs.CV2025
Influence of color correction on pathology detection in Capsule Endoscopy
Bidossessi Emmanuel Agossou, Marius Pedersen, Kiran Raja +2
Pathology detection in Wireless Capsule Endoscopy (WCE) using deep learning has been explored in the recent past. However, deep learning models can be influenced by the color quali…
cs.CV2024
Uncertainty-Aware Regularization for Image-to-Image Translation
Anuja Vats, Ivar Farup, Marius Pedersen +1
The importance of quantifying uncertainty in deep networks has become paramount for reliable real-world applications. In this paper, we propose a method to improve uncertainty esti…