365 citations
- University of KragujevacRS26 papers
- University of BelgradeRS18 papers
- Vinča Institute of Nuclear Sciences15 papers
- Serbian Academy of Sciences and ArtsRS10 papers
- Mathematical Institute of the Serbian Academy of Sciences and Arts9 papers
- Ruđer Bošković InstituteHR9 papers
- Tel Aviv UniversityIL9 papers
- University of PrimorskaSI9 papers
- Institute of Physics BelgradeRS8 papers
- University of Novi SadRS6 papers
- University of CambridgeGB4 papers
- Foundation for Research and Technology HellasGR3 papers
189 papers
Energy-Conditioned Noise Schedule and Whitening for Spectral Diffusion
Bata Vasic, Bane Vasic
This paper introduces an energy-adaptive noise scheduling and whitening strategy for transform-domain diffusion models. Existing spectral diffusion methods account for the non-unif…
Dual-Locking Learned AI Models: A PIN-Based Sparse QIM Watermarking and Adaptive Index Permutation Approach
Iva Vasic, Jesús Muñoz-Cádiz, Bata Vasic
We present a dual-locking method for securing trained neural networks that combines key-driven index permutation with PIN-based watermarking based on Sparse Quantization Index Modu…
On the global feature importance for interpretable and trustworthy heat demand forecasting
Milan Zdravković
The paper introduces the ante-hoc Explainable AI methodology to assess the global feature importance of the Machine Learning models used for heat demand forecasting in intelligent…
XGBoost "is all you need": the case of forecasting transmitted heat energy in District Heating Systems
Milan Zdravković
This paper presents a comparative study of two distinct approaches, XGBoost and Long-Short Term Memory (LSTM), for forecasting transmitted heat energy in District Heating Systems (…
Towards an approach to multivariate outlier detection for District Heating System data
Rajko Turudija, Dušan Stojiljković, Milan Zdravković +1
In this paper, we test different methods for multivariate detection of outliers in the data of transmitted heat energy in the selected substation of local District Heating System,…
Thermalization in a nonlinear variant of the discrete nonlinear Schrödinger Equation
Yagmur Kati, Aleksandra Maluckov, Ana Mancic +1
We study the thermalization properties of a fully nonlinear lattice model originally derived from the two-dimensional cubic defocusing nonlinear Schr{ö}dinger equation (NLS) using…