Computer Sciences
Recent numerical studies investigating neural networks have found that solutions typically found by modern machine learning algorithms lie in complex extended regions of the loss landscape. In these regions, zero-energy paths ...
Machine learning & AI
Uncertainty estimation is critical to improving the reliability of deep neural networks. A research team led by Aydogan Ozcan at the University of California, Los Angeles, has introduced an uncertainty quantification method ...
Jan 16, 2024
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Computer Sciences
When artificial intelligence models pore over hundreds of gigabytes of training data to learn the nuances of language, they also imbibe the biases woven into the texts.
Jan 15, 2024
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Computer Sciences
Neural network learning techniques stem from the dynamics of the brain. However, these two scenarios, brain learning and deep learning, are intrinsically different. One of the most prominent differences is the number of layers ...
Jan 12, 2024
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62
Machine learning & AI
Human–computer gaming has a long history and has been a main tool for verifying key artificial intelligence technologies. The Turing test, proposed in 1950, was the first human–computer game to judge whether a machine ...
Dec 29, 2023
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Energy & Green Tech
As efforts to transition away from fossil fuels strengthen the hunt for new sources of low-carbon energy, scientists have developed a deep learning model to scan the Earth for surface expressions of subsurface reservoirs ...
Dec 15, 2023
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Software
Google Deepmind has recently announced Gemini, its new AI model to compete with OpenAI's ChatGPT. While both models are examples of "generative AI," which learn to find patterns of input training information to generate new ...
Dec 15, 2023
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Hardware
A research team led by Prof. Sun Zhong at Peking University has reported an analog hardware solution for real-time compressed sensing recovery. It has been published as an article titled, "In-memory analog solution of compressed ...
Dec 15, 2023
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Machine learning & AI
Rapid developments in artificial intelligence—and recent turmoil at industry powerhouse OpenAI—have brought fresh attention to a key hub of ethics research related to the technology in Montreal, led by Canadian "godfather ...
Dec 2, 2023
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Software
A Chinese research team wrote a review article on deep active learning, an increasingly popular method of combining active learning with deep learning for sample selection in the training of neural networks for artificial ...
Dec 1, 2023
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