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) …
CAST: Cross-Attention in Space and Time for Video Action Recognition
Neural Information Processing Systems
Recognizing human actions in videos requires spatial and temporal understanding. Most existing action recognition models lack a balanced spatio-temporal understanding of videos.
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.67)
Knowledge Graph Completion by Intermediate Variables Regularization
Neural Information Processing Systems
Existing regularization methods merely minimize the norms of embeddings to regularize the model, leading to suboptimal performance.
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.93)
- Information Technology > Artificial Intelligence > Natural Language (0.93)
- Information Technology > Data Science (0.92)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.46)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Semantic Networks (0.41)
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- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
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BiasandVolatility: AStatisticalFrameworkfor EvaluatingLargeLanguageModel'sStereotypesand theAssociatedGenerationInconsistency
Neural Information Processing Systems
The biases ofSnow are manifested in the statistical properties of itsperspectives(i.e.
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Robust Graph Neural Networks via Unbiased Aggregation
Neural Information Processing Systems
Existing defenses attempt to bolster the resilience of GNNs using diverse approaches.
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- Research Report > New Finding (0.92)
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Diverse Shape Completion via Style Modulated Generative Adversarial Networks
Neural Information Processing Systems
We further introduce a multi-scale diversity penalty that operates in the feature space of our discriminators.
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