Deep Learning
New computational algorithms make it possible to build neural networks with many input nodes and many layers, and distinguish "deep learning" of these networks from previous work on artificial neural nets.
HRN: A Holistic Approach to One Class Learning
Neural Information Processing Systems
One-class learning or classification has many applications.
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Large Language Models are Zero-Shot Reasoners
Neural Information Processing Systems
While these successes are often attributed to LLMs'
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Catch-A-Waveform: Learning to Generate Audio from a Single Short Example
Neural Information Processing Systems
Models for audio generation are typically trained on hours of recordings.
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