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of 22
pro vyhledávání: '"68T06"'
We introduce the framework of performative control, where the policy chosen by the controller affects the underlying dynamics of the control system. This results in a sequence of policy-dependent system state data with policy-dependent temporal corre
Externí odkaz:
http://arxiv.org/abs/2410.23251
Autor:
Patel, Shweta, Kisku, Dakshina Ranjan
Ensuring that AI-based facial recognition systems produce fair predictions and work equally well across all demographic groups is crucial. Earlier systems often exhibited demographic bias, particularly in gender and racial classification, with lower
Externí odkaz:
http://arxiv.org/abs/2410.11176
Autor:
Lafargue, Raphael, Smith, Luke, Vermet, Franck, Löwe, Mathias, Reid, Ian, Gripon, Vincent, Valmadre, Jack
The predominant method for computing confidence intervals (CI) in few-shot learning (FSL) is based on sampling the tasks with replacement, i.e.\ allowing the same samples to appear in multiple tasks. This makes the CI misleading in that it takes into
Externí odkaz:
http://arxiv.org/abs/2409.02850
Autor:
Holmberg, Daniel, Airaksinen, Manu, Marchi, Viviana, Guzzetta, Andrea, Kivi, Anna, Haataja, Leena, Vanhatalo, Sampsa, Roos, Teemu
Reliable methods for the neurodevelopmental assessment of infants are essential for early detection of problems that may need prompt interventions. Spontaneous motor activity, or 'kinetics', is shown to provide a powerful surrogate measure of upcomin
Externí odkaz:
http://arxiv.org/abs/2402.14400
Deep Neural Nets (DNNs) learn latent representations induced by their downstream task, objective function, and other parameters. The quality of the learned representations impacts the DNN's generalization ability and the coherence of the emerging lat
Externí odkaz:
http://arxiv.org/abs/2402.07639
Autor:
Luo, Tongyi, Xiao, Jia, Zhang, Chuncao, Chen, Siheng, Tian, Yuan, Yu, Guangjun, Dang, Kang, Ding, Xiaowei
To make the earlier medical intervention of infants' cerebral palsy (CP), early diagnosis of brain damage is critical. Although general movements assessment(GMA) has shown promising results in early CP detection, it is laborious. Most existing works
Externí odkaz:
http://arxiv.org/abs/2208.03648
Autor:
Lv, Kai
Establishing the correspondence between two images is an important research direction of computer vision. When estimating the relationship between two images, it is often disturbed by outliers. In this paper, we propose a convolutional neural network
Externí odkaz:
http://arxiv.org/abs/2201.09213
Matching keypoint pairs of different images is a basic task of computer vision. Most methods require customized extremum point schemes to obtain the coordinates of feature points with high confidence, which often need complex algorithmic design or a
Externí odkaz:
http://arxiv.org/abs/2103.01780
Autor:
Kawahara, Hideki, Yatabe, Kohei
We introduce a new member of TSP (Time Stretched Pulse) for acoustic and speech measurement infrastructure, based on a simple all-pass filter and systematic randomization. This new infrastructure fundamentally upgrades our previous measurement proced
Externí odkaz:
http://arxiv.org/abs/2010.13185
Current state-of-the-art approaches for spatio-temporal action detection have achieved impressive results but remain unsatisfactory for temporal extent detection. The main reason comes from that, there are some ambiguous states similar to the real ac
Externí odkaz:
http://arxiv.org/abs/1905.13417