Computer Sciences
A team of Alberta Machine Intelligence Institute (Amii) researchers has revealed more about a mysterious problem in machine learning—a discovery that might be a major step towards building advanced AI that can function ...
19 hours ago
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31
Computer Sciences
Training deep learning models on large datasets is essential for their success; however, these datasets often contain label noise, which can significantly decrease the classification performance on test datasets.
Aug 22, 2024
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Energy & Green Tech
We are excited to present an advancement in the management of lithium-ion battery performance, a critical component in the transition towards sustainable energy. Our team from the School of Engineering, Technology, and Design ...
Security
Recent advancements in speech emotion recognition have highlighted the significant potential of deep learning technologies across various applications. However, these deep learning models are susceptible to adversarial attacks.
Aug 9, 2024
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Computer Sciences
Researchers have demonstrated a novel image compression tool that combines recursive algorithms with convolutional neural networks (CNNs) to out-perform other approaches to the compression of images from computer art and ...
Aug 9, 2024
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2
Computer Sciences
Digital tools can alter images of ourselves and others in ways that are more convincing and harder to detect than ever before. They can create spectacular special effects in movies. But they are also used with the images ...
Aug 1, 2024
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12
Robotics
Connecting multiple AIs together and putting them in the body of a robot, similar to Star Wars' C-3PO or R2-D2, is the most likely way AI will become as intelligent as humans, according to a scientist from the University ...
Jul 30, 2024
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Machine learning & AI
Deep learning models, such as those used in medical imaging to help detect disease or abnormalities, must be trained with a lot of data. However, often there isn't enough data available to train these models, or the data ...
Jul 26, 2024
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Consumer & Gadgets
While the sports industry continually improves spectators' viewing experience at home, some problems remain unsolved. One such issue for soccer fans is cameramen accidentally appearing in each other's shots on live broadcasts. ...
Jul 10, 2024
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12
Robotics
As sub-symbolic AI, like deep learning, continues to advance, its limitations in safety and reliability are becoming more apparent. Verification and stability are crucial in safety-critical domains such as humanoid robotics, ...
Jun 25, 2024
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