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Keystroke Dynamics Authentication Using Small Datasets
2019Keystroke dynamics is the analysis of timing information which describes exactly when each key was pressed or released by a user while typing. There have been various attempts to use this timing information to identify user’s typing pattern and authenticate the user in a system, but mostly from a research perspective. We present a new methodology which
Nataasha Raul +2 more
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Reinforcing Pedestrian Parsing on Small Scale Dataset
2018In this paper we address the problem of automatic pedestrian parsing in surveillance video with only a small number of training samples. Although human parsing has achieved great success with high-capacity models, it is still quite challenging to parse pedestrians in practical surveillance conditions because complicated environmental interferences need
Qi Zheng +3 more
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Rebuilding sample distributions for small dataset learning
Decision Support Systems, 2018Abstract Over the past few decades, a few learning algorithms have been proposed to extract knowledge from data. The majority of these algorithms have been developed with the assumption that training sets can denote populations. When the training sets contain only a few properties of their populations, the algorithms may extract minimal and/or biased
Der-Chiang Li +4 more
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Redesign Visual Transformer For Small Datasets
2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta), 2022Jingjie Wang +5 more
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AUDIOVERIFICATION OF SMALL DATASETS
American Journal of Epidemiology, 1983M, Maclure, B, Bates, P, Scherr
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Adaptive Hybrid Vision Transformer for Small Datasets
2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI), 2023Mingjun Yin, Zhiyong Chang, Yan Wang
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Deep Knowledge Tracing on Skills with Small Datasets
2022Ange Tato, Roger Nkambou
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Texture-Based Data Augmentation for Small Datasets
2023Amanda Dash, Alexandra Branzan Albu
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