Zobrazeno 1 - 10
of 21 720
pro vyhledávání: '"A Stankovic"'
Autor:
Fonollosa, Laia Garrobé, Gillespie, Douglas, Stankovic, Lina, Stankovic, Vladimir, Rendell, Luke
Passive acoustic monitoring (PAM) data is often weakly labelled, audited at the scale of detection presence or absence on timescales of minutes to hours. Moreover, this data exhibits great variability from one deployment to the next, due to differenc
Externí odkaz:
http://arxiv.org/abs/2410.17006
Ideation is a critical component of video-based design (VBD), where videos serve as the primary medium for design exploration and inspiration. The emergence of generative AI offers considerable potential to enhance this process by streamlining video
Externí odkaz:
http://arxiv.org/abs/2411.03827
Autor:
Kurniawan, Yonatan, Neilsen, Tracianne B., Francis, Benjamin L., Stankovic, Alex M., Wen, Mingjian, Nikiforov, Ilia, Tadmor, Ellad B., Bulatov, Vasily V., Lordi, Vincenzo, Transtrum, Mark K.
The efficacy of mathematical models heavily depends on the quality of the training data, yet collecting sufficient data is often expensive and challenging. Many modeling applications require inferring parameters only as a means to predict other quant
Externí odkaz:
http://arxiv.org/abs/2411.02740
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
Generative Adversarial Networks (GANs) have shown tremendous potential in synthesizing a large number of realistic SAR images by learning patterns in the data distribution. Some GANs can achieve image editing by introducing latent codes, demonstratin
Externí odkaz:
http://arxiv.org/abs/2408.01553
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
We use the Laplace transform and the Gamma function to introduce a new integral transform and name it the Laplace-type transform possessing the property of mapping a function to a functional sequence, which cannot be achieved by the Laplace transform
Externí odkaz:
http://arxiv.org/abs/2407.13812
Relying on the Hurwitz formula, we find sums of the series over sine and cosine functions through the Hurwitz zeta function. Using another summation formula for these trigonometric series, we find finite sums of some series over the Riemann zeta func
Externí odkaz:
http://arxiv.org/abs/2407.13004
We have derived alternative closed-form formulas for the trigonometric series over sine or cosine functions when the immediate replacement of the parameter appearing in the denominator with a positive integer gives rise to a singularity. By applying
Externí odkaz:
http://arxiv.org/abs/2407.12885
It is already known that a simple nonlocal de Sitter gravity model, which we denote as $\sqrt{dS}$ gravity, contains an exact vacuum cosmological solution which mimics dark energy and dark matter and is in very good agreement with the standard model
Externí odkaz:
http://arxiv.org/abs/2404.05848