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1 - 4 of 4
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 Understanding image representations by measuring their equivariance and equivalence
Lenc K., Vedaldi A. International Journal of Computer Vision 127(5): 456-476, 2019. Type: Article
As the number of artificial intelligence (AI)-based systems that support key aspects of our life, including health and security, increases exponentially, the demand for explainable AI has reached a peak in recent years. In the field of...
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Jun 17 2019 |
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Images in social media: categorization and organization of images and their collections
Ørnager S., Lund H., Morgan&Claypool Publishers, San Rafael, CA, 2018. 120 pp. Type: Book (978-1-681730-79-0)
Since the onset of social networks and camera-equipped smartphones nearly a decade ago, digital images are becoming ubiquitous in everyday life. However, both theorists and practitioners mostly neglect the meaning of photographic image...
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Jan 29 2019 |
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Zero-shot visual recognition via bidirectional latent embedding
Wang Q., Chen K. International Journal of Computer Vision 124(3): 356-383, 2017. Type: Article
Humans are remarkably good at learning to recognize new object categories from just a few examples, a task still unreachable by machines. Unlike state-of-the-art visual recognition systems that typically require thousands of examples t...
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Jul 18 2018 |
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Beyond the words: predicting user personality from heterogeneous information
Wei H., Zhang F., Yuan N., Cao C., Fu H., Xie X., Rui Y., Ma W. WSDM 2017 (Proceedings of the 10th ACM International Conference on Web Search and Data Mining, Cambridge, UK, Feb 6-10, 2017) 305-314, 2017. Type: Proceedings
In contemporary digital culture, everyday life is permeated by computer-mediated activities. As a byproduct, a reservoir of digital trace data is generated. Can this data be leveraged to infer one’s personality?...
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Apr 19 2018 |
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