Zobrazeno 1 - 10
of 11 779
pro vyhledávání: '"Stamatis, A."'
Diffusion Probabilistic Models (DPMs) have been recently utilized to deal with various blind image restoration (IR) tasks, where they have demonstrated outstanding performance in terms of perceptual quality. However, the task-specific nature of exist
Externí odkaz:
http://arxiv.org/abs/2411.05993
We present a novel two-view geometry estimation framework which is based on a differentiable robust loss function fitting. We propose to treat the robust fundamental matrix estimation as an implicit layer, which allows us to avoid backpropagation thr
Externí odkaz:
http://arxiv.org/abs/2410.17983
We establish sharp inequalities involving the incomplete Beta and Gamma functions. These inequalities arise in the approximation of generalized Bernstein functions by higher order Thorin-Bernstein functions. Furthermore, new properties of a related f
Externí odkaz:
http://arxiv.org/abs/2409.02536
Autor:
Spitale, Micol, Axelsson, Minja, Jeong, Sooyeon, Tuttosı, Paige, Stamatis, Caitlin A., Laban, Guy, Lim, Angelica, Gunes, Hatice
Recent research in affective robots has recognized their potential in supporting human well-being. Due to rapidly developing affective and artificial intelligence technologies, this field of research has undergone explosive expansion and advancement
Externí odkaz:
http://arxiv.org/abs/2407.02957
Autor:
Raistrick, Alexander, Mei, Lingjie, Kayan, Karhan, Yan, David, Zuo, Yiming, Han, Beining, Wen, Hongyu, Parakh, Meenal, Alexandropoulos, Stamatis, Lipson, Lahav, Ma, Zeyu, Deng, Jia
We introduce Infinigen Indoors, a Blender-based procedural generator of photorealistic indoor scenes. It builds upon the existing Infinigen system, which focuses on natural scenes, but expands its coverage to indoor scenes by introducing a diverse li
Externí odkaz:
http://arxiv.org/abs/2406.11824
Autor:
Dostoglou, Stamatis, Valettas, Petros
We estimate non-asymptotically the probability of uniform clustering around the unit circle of the zeros of the $[m,n]$-Pad\'e approximant of a random power series $f(z) = \sum_{j=0}^\infty a_j z^j$ for $a_j$ independent, with finite first moment, an
Externí odkaz:
http://arxiv.org/abs/2401.11532
We investigate subclasses of generalized Bernstein functions related to complete Bernstein and Thorin-Bernstein functions. Representations in terms of incomplete beta and gamma as well as hypergeometric functions are presented. Several special cases
Externí odkaz:
http://arxiv.org/abs/2311.05238
Autor:
Mastromichalakis, Stamatis
Activation functions (AFs) are crucial components of deep neural networks (DNNs), having a significant impact on their performance. An activation function in a DNN is typically a smooth, nonlinear function that transforms an input signal into an outp
Externí odkaz:
http://arxiv.org/abs/2310.07720
Publikováno v:
Data Technologies and Applications, 2023, Vol. 58, Issue 3, pp. 363-379.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/DTA-06-2021-0156
Autor:
Evdaimon, Iakovos, Abdine, Hadi, Xypolopoulos, Christos, Outsios, Stamatis, Vazirgiannis, Michalis, Stamou, Giorgos
The era of transfer learning has revolutionized the fields of Computer Vision and Natural Language Processing, bringing powerful pretrained models with exceptional performance across a variety of tasks. Specifically, Natural Language Processing tasks
Externí odkaz:
http://arxiv.org/abs/2304.00869