Donik Vrsnak

According to our database, Donik Vrsnak authored at least 20 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

DHECA-SuperGaze: dual head-eye cross-attention and super-resolution for unconstrained gaze estimation.

Franko Sikic, Donik Vrsnak, Sven Loncaric

Neural Comput. Appl., March, 2026

2025

Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge.

Rachid Zeghlache, Ikram Brahim, Pierre-Henri Conze, Mathieu Lamard, Mohammed El Amine Lazouni, Elaouaber Zineb Aziza, Leila Ryma Lazouni, Christopher Nielsen, Ahmad O. Ahsan, Matthias Wilms, Nils D. Forkert, Lovre Antonio Budimir, Ivana Zadro Matovinovic, Donik Vrsnak, Sven Loncaric, Philippe Zhang, Weili Jiang, Yihao Li, Yiding Hao, Markus Frohmann, Patrick Binder, Marcel Huber, Taha Emre, Teresa Araújo, Marzieh Oghbaie, Hrvoje Bogunovic, Amerens A. Bekkers, Nina M. van Liebergen, Hugo J. Kuijf, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Alberto J. Beltrán-Carrero, Juan J. Gómez-Valverde, Javier Torresano-Rodríguez, Álvaro Caballero-Sastre, María J. Ledesma-Carbayo, Yosuke Yamagishi, Yi Ding, Robin Peretzke, Alexandra Ertl, Maximilian Fischer, Jessica Kächele, Sofiane Zehar, Karim Boukli Hacene, Thomas Monfort, Béatrice Cochener, Mostafa El Habib Daho, Anas-Alexis Benyoussef, Gwenolé Quellec

CoRR, June, 2025

Efficient Method for Robust Backdoor Detection and Removal in Feature Space Using Clean Data.

Donik Vrsnak, Marko Subasic, Sven Loncaric

IEEE Access, 2025

Robust Tissue Segmentation in Synchrotron X-Ray Images Using Knowledge Distillation.

Donik Vrsnak, Ines Kovac, Nikola Skreb, Filip Loncaric, Ivo Planinc, Ivana Ilic, Bosko Skoric, Anne Bonnin, Hector Dejea, Davor Milicic, Maja Cikes, Sven Loncaric

Proceedings of the 14th International Symposium on Image and Signal Processing and Analysis, 2025

Spatially Varying IR Leakage Estimation and Removal for RGB-IR Imaging.

Katarina Tolja, Donik Vrsnak, Marko Subasic, Sven Loncaric

Proceedings of the 14th International Symposium on Image and Signal Processing and Analysis, 2025

Learning Differentiable HDR to SDR Tone Mapping from Exposure Metadata.

Hrvoje Nuic, Donik Vrsnak, Sven Loncaric

Proceedings of the 14th International Symposium on Image and Signal Processing and Analysis, 2025

D-Feat: Fast and Efficient Defense in the Feature Space Against Backdoor Attacks.

Marin Matjanec, Donik Vrsnak, Sven Loncaric

Proceedings of the 14th International Symposium on Image and Signal Processing and Analysis, 2025

2024

A Survey on Deep Learning-based Gaze Direction Regression: Searching for the State-of-the-art.

Franko Sikic, Donik Vrsnak, Sven Loncaric

CoRR, 2024

Modular Transformer-Based Monitoring and Prediction of Wet AMD Progression Using OCT Imaging.

Lovre Antonio Budimir, Ivana Zadro Matovinovic, Donik Vrsnak, Sven Loncaric

Proceedings of the Image-Based Prediction of Retinal Disease Progression, 2024

2023

Correction to: Color constancy for non-uniform illumination estimation with variable number of illuminants.

Ilija Domislovic, Donik Vrsnak, Marko Subasic, Sven Loncaric

Neural Comput. Appl., August, 2023

Shadows & Lumination: Two-illuminant multiple cameras color constancy dataset.

Ilija Domislovic, Donik Vrsnak, Marko Subasic, Sven Loncaric

Expert Syst. Appl., August, 2023

Color constancy for non-uniform illumination estimation with variable number of illuminants.

Ilija Domislovic, Donik Vrsnak, Marko Subasic, Sven Loncaric

Neural Comput. Appl., July, 2023

Illumination estimation and segmentation in multi illuminant scenes ; Procjena i segmentacija osvjetljenja u scenama s više osvjetljenja.

Donik Vrsnak

PhD thesis, 2023

Framework for Illumination Estimation and Segmentation in Multi-Illuminant Scenes.

Donik Vrsnak, Ilija Domislovic, Marko Subasic, Sven Loncaric

IEEE Access, 2023

Computational Color Constancy-Based Backdoor Attacks.

Donik Vrsnak, Ivan Sabolic, Marko Subasic, Sven Loncaric

Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

Filters & Lumination: Creating multi-illuminant images for computational color constancy.

Ilija Domislovic, Donik Vrsnak, Marko Subasic, Sven Loncaric

Proceedings of the 8th International Conference on Machine Learning Technologies, 2023

2022

Illuminant segmentation for multi-illuminant scenes using latent illumination encoding.

Donik Vrsnak, Ilija Domislovic, Marko Subasic, Sven Loncaric

Signal Process. Image Commun., 2022

One-net: Convolutional color constancy simplified.

Ilija Domislovic, Donik Vrsnak, Marko Subasic, Sven Loncaric

Pattern Recognit. Lett., 2022

2021

Illuminant estimation error detection for outdoor scenes using transformers.

Donik Vrsnak, Ilija Domislovic, Marko Subasic, Sven Loncaric

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

Outdoor daytime multi - illuminant color constancy.

Ilija Domislovic, Donik Vrsnak, Marko Subasic, Sven Loncaric

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021