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Asaki Kataoka
Researcher at San Antonio College
Publications - 4
Citations - 38
Asaki Kataoka is an academic researcher from San Antonio College. The author has contributed to research in topics: Recurrent neural network & Inference. The author has an hindex of 1, co-authored 3 publications receiving 2 citations.
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Proceedings ArticleDOI
MFR 2021: Masked Face Recognition Competition
Fadi Boutros,Naser Damer,Jan Niklas Kolf,Kiran B. Raja,Florian Kirchbuchner,Raghavendra Ramachandra,Arjan Kuijper,Pengcheng Fang,Chao Zhang,Fei Wang,David Montero,Naiara Aginako,Basilio Sierra,Marcos Nieto,Mustafa Ekrem Erakin,Ugur Demir,Hazim Kemal Ekenel,Asaki Kataoka,Kohei Ichikawa,Shizuma Kubo,Jie Zhang,Mingjie He,Dan Han,Shiguang Shan,Klemen Grm,Vitomir Struc,Sachith Seneviratne,Nuran Kasthuriarachchi,Sanka Rasnayaka,Pedro C. Neto,Ana F. Sequeira,Joao Ribeiro Pinto,Mohsen Saffari,Jaime S. Cardoso +33 more
TL;DR: The Masked Face Recognition Competition (MFR) as discussed by the authors was held within the 2021 International Joint Conference on Biometrics (IJCB 2021) and attracted a total of 10 participating teams with valid submissions.
Journal ArticleDOI
Dynamical Mechanism of Sampling-Based Probabilistic Inference Under Probabilistic Population Codes
Kohei Ichikawa,Asaki Kataoka +1 more
TL;DR: Two types of artificial NNs are trained to perform sampling-based probabilistic inference and it is found that sampling in RNN was performed by a mechanism that efficiently uses the properties of dynamical systems, unlike FFNN.
Posted Content
MFR 2021: Masked Face Recognition Competition
Fadi Boutros,Naser Damer,Jan Niklas Kolf,Kiran B. Raja,Florian Kirchbuchner,Raghavendra Ramachandra,Arjan Kuijper,Pengcheng Fang,Chao Zhang,Fei Wang,David Montero,Naiara Aginako,Basilio Sierra,Marcos Nieto,Mustafa Ekrem Erakin,Ugur Demir,Hazim Kemal,Ekenel,Asaki Kataoka,Kohei Ichikawa,Shizuma Kubo,Jie Zhang,Mingjie He,Dan Han,Shiguang Shan,Klemen Grm,Vitomir Struc,Sachith Seneviratne,Nuran Kasthuriarachchi,Sanka Rasnayaka,Pedro C. Neto,Ana F. Sequeira,Joao Ribeiro Pinto,Mohsen Saffari,Jaime S. Cardoso +34 more
TL;DR: The Masked Face Recognition Competition (MFR) as mentioned in this paper was held within the 2021 International Joint Conference on Biometrics (IJCB 2021) and attracted a total of 10 participating teams with valid submissions.
Posted Content
Dynamical Mechanism of Sampling-based Stochastic Inference under Probabilistic Population Codes
Kohei Ichikawa,Asaki Kataoka +1 more
TL;DR: In this article, the authors trained two types of artificial neural networks: feedforward neural networks and recurrent neural networks (RNNs) to perform sampling based probabilistic inference, and compared the mechanisms of sampling in the RNN with those in the FFNN.