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12/30/2022
Deep Active Learning Using Barlow Twins
The generalisation performance of a convolutional neural networks (CNN) ...
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01/05/2022
Real-time Interface Control with Motion Gesture Recognition based on Non-contact Capacitive Sensing
Capacitive sensing is a prominent technology that is cost-effective and ...
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10/29/2021
Domain Agnostic Few-Shot Learning For Document Intelligence
Few-shot learning aims to generalize to novel classes with only a few sa...
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06/25/2021
Efficient Document Image Classification Using Region-Based Graph Neural Network
Document image classification remains a popular research area because it...
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11/13/2020
Continual Learning with Deep Artificial Neurons
Neurons in real brains are enormously complex computational units. Among...
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07/04/2020
Deep Active Learning via Open Set Recognition
In many applications, data is easy to acquire but expensive and time con...
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05/25/2018