Zobrazeno 1 - 10
of 1 294
pro vyhledávání: '"Dakovic, A."'
The inherent "black box" nature of deep neural networks (DNNs) compromises their transparency and reliability. Recently, explainable AI (XAI) has garnered increasing attention from researchers. Several perturbation-based interpretations have emerged.
Externí odkaz:
http://arxiv.org/abs/2408.13397
Many real-world networks are characterized by directionality; however, the absence of an appropriate Fourier basis hinders the effective implementation of graph signal processing techniques. Inspired by discrete signal processing, where embedding a l
Externí odkaz:
http://arxiv.org/abs/2407.19934
Directed acyclic graphs (DAGs) are used for modeling causal relationships, dependencies, and flows in various systems. However, spectral analysis becomes impractical in this setting because the eigendecomposition of the adjacency matrix yields all ei
Externí odkaz:
http://arxiv.org/abs/2311.01073
Autor:
Aleksa Pejovic, Zorica Jokovic, Matthias Koepp, Marko Dakovic, Vladimir Bascarevic, Marija Jovanovic, Nikola Vojvodic, Dragoslav Sokic, Aleksandar J. Ristic
Publikováno v:
Epilepsia Open, Vol 9, Iss 6, Pp 2479-2486 (2024)
Abstract Objective Cortical atrophy close to medial temporal structures has been described consistently in patients with temporal lobe epilepsy (TLE). Successful TLE surgery may have a neuroprotective effect preventing further atrophy of temporal and
Externí odkaz:
https://doaj.org/article/70a5f1c6c34e4c7790108c809d93c47a
A comprehensive approach to the spectrum characterization (derivation of eigenvalues and the corresponding multiplicities) for non-normalized, symmetric discrete trigonometric transforms (DTT) is presented in the paper. Eight types of the DTT are ana
Externí odkaz:
http://arxiv.org/abs/2302.08222
Despite the tremendous success of convolutional neural networks (CNNs) in computer vision, the mechanism of CNNs still lacks clear interpretation. Currently, class activation mapping (CAM), a famous visualization technique to interpret CNN's decision
Externí odkaz:
http://arxiv.org/abs/2302.01642
Autor:
Amir Moradi, Rada Dakovic
Publikováno v:
Journal of Dermatological Treatment, Vol 35, Iss 1 (2024)
What is this article about? A study (ClinicalTrials.gov identifier: NCT03583359) that tested whether an injectable filler treatment called calcium hydroxylapatite with lidocaine, or CaHA (+), could improve the shape of the jawline.How was the study i
Externí odkaz:
https://doaj.org/article/ab807fa1d5724fef9046981aee55beae
Generative Adversarial Networks (GANs) can synthesize abundant photo-realistic synthetic aperture radar (SAR) images. Some recent GANs (e.g., InfoGAN), are even able to edit specific properties of the synthesized images by introducing latent codes. I
Externí odkaz:
http://arxiv.org/abs/2205.13294
Autor:
Zarei, Fatemeh, Bardi, Ali Bagheri, Yazdanpanah, Taher, Daković, Miloš, Brajović, Miloš, Stanković, Ljubiša
Publikováno v:
In Digital Signal Processing December 2024 155
Publikováno v:
In Neural Networks October 2024 178