Ivica Obadic

According to our database, Ivica Obadic authored at least 7 papers between 2017 and 2024.

Collaborative distances:

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

2024

Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing.

Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu

CoRR, 2024

Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data.

Sugandha Doda, Matthias Kahl, Kim Ouan, Ivica Obadic, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu

Int. J. Appl. Earth Obs. Geoinformation, 2024

Recent Trends Challenges and Limitations of Explainable AI in Remote Sensing.

Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Dário A. B. Oliveira, Xiao Xiang Zhu

Proceedings of the 3rd Explainable AI for Computer Vision (XAI4CV) Workshop, 2024

Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes.

Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery.

Sanja Scepanovic, Ivica Obadic, Sagar Joglekar, Laura Giustarini, Cristiano Nattero, Daniele Quercia, Xiaoxiang Zhu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Exploring Self-Attention for Crop-type Classification Explainability.

Ivica Obadic, Ribana Roscher, Dário Augusto Borges Oliveira, Xiao Xiang Zhu

CoRR, 2022

2017

Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning.

Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj

Proceedings of the ICT Innovations 2017, 2017