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Current large open vision models could be useful for one and few-shot object recognition. Nevertheless, gradient-based re-training solutions are costly. On the other hand, open-vocabulary object detection models bring closer visual and textual concep
Externí odkaz:
http://arxiv.org/abs/2410.16028
Current artificial neural networks are trained with parameters encoded as floating point numbers that occupy lots of memory space at inference time. Due to the increase in the size of deep learning models, it is becoming very difficult to consider tr
Externí odkaz:
http://arxiv.org/abs/2408.04460
Out-of-domain (OOD) detection is a crucial component in industrial applications as it helps identify when a model encounters inputs that are outside the training distribution. Most industrial pipelines rely on pre-trained models for downstream tasks
Externí odkaz:
http://arxiv.org/abs/2309.03047
Publikováno v:
In Visual Informatics March 2024 8(1):67-79
Various institutes produce large semantic datasets containing information regarding daily activities and human mobility. The analysis and understanding of such data are crucial for urban planning, socio-psychology, political sciences, and epidemiolog
Externí odkaz:
http://arxiv.org/abs/2012.04767
Akademický článek
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Publikováno v:
Jordanian Journal of Computers and Information Technology, Vol 8, Iss 2, Pp 112-125 (2022)
In massive multi-agents systems, that are used to model some complex systems, emergence is a key feature that allows to model high level states of such systems. According to this perspective, the work we introduce in this paper entails the handling o
Externí odkaz:
https://doaj.org/article/8e8d5cc3c1dc4da0a425f7afd58c0360
Publikováno v:
Applied Sciences, Vol 13, Iss 12, p 7313 (2023)
Intelligent transportation systems (ITS) enhance safety, comfort, transport efficiency, and environmental conservation by allowing vehicles to communicate wirelessly with other vehicles and road infrastructure. Cooperative awareness messages (CAMs) c
Externí odkaz:
https://doaj.org/article/5f368c88d0d141fca172a6fe80f4afa9
Publikováno v:
In Annales de chirurgie plastique esthétique April 2021 66(2):144-150
Publikováno v:
In Annales de chirurgie plastique esthétique April 2020 65(2):154-162