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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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Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
Neural Information Processing Systems
Exploring the loss landscape offers insights into the inherent principles of deep neural networks (DNNs).
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A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models
Neural Information Processing Systems
Antibodies are crucial proteins produced by the immune system to eliminate harmful foreign substances and have become pivotal therapeutic agents for treating human diseases.
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You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
Neural Information Processing Systems
All instantiations of this paradigm were trained using strong and well-established hand-crafted data augmentations, leading to the general belief that they are required for the proper training and performance of such models.
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