Search Results for author: Paraskevi Tzouveli

Found 4 papers, 1 papers with code

Complex Style Image Transformations for Domain Generalization in Medical Images

no code implementations1 Jun 2024 Nikolaos Spanos, Anastasios Arsenos, Paraskevi-Antonia Theofilou, Paraskevi Tzouveli, Athanasios Voulodimos, Stefanos Kollias

Input-level augmentation can provide a solution to this problem by widening the domain space in the source dataset and boost performance on out-of-domain distributions.

Domain Generalization Semantic Segmentation +1

Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis

1 code implementation10 May 2024 Guanyu Hu, Eleni Papadopoulou, Dimitrios Kollias, Paraskevi Tzouveli, Jie Wei, Xinyu Yang

Automatic affect analysis, at the intersection of physiology, psychology, and machine learning, has seen significant development.

Decision Making Fairness

U-Sketch: An Efficient Approach for Sketch to Image Diffusion Models

no code implementations27 Mar 2024 Ilias Mitsouras, Eleftherios Tsonis, Paraskevi Tzouveli, Athanasios Voulodimos

Diffusion models have demonstrated remarkable performance in text-to-image synthesis, producing realistic and high resolution images that faithfully adhere to the corresponding text-prompts.

Denoising Image Generation

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