Technology
Information about AI from the News, Publications, and Conferences
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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
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Understanding Hallucinations in Diffusion Models through Mode Interpolation
Neural Information Processing Systems
But where do such hallucinations come from?
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Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
Neural Information Processing Systems
A new framework is proposed in this paper to address these issues.
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InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling Y uchun Miao
Neural Information Processing Systems
With the advent of large language models (LLMs), reinforcement learning from human feedback (RLHF) has emerged as a pivotal technological paradigm to align models' behaviors with human values [
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Kernel PCA for Out-of-Distribution Detection Kun Fang
Neural Information Processing Systems
Out-of-Distribution (OoD) detection is vital for the reliability of Deep Neural Networks (DNNs).