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A Bayesian neural network predicts the dissolution of compact planetary systems
Despite over three hundred years of effort, no solutions exist for predi...
01/11/2021 ∙ by Miles Cranmer, et al. ∙
268
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Explainability in Graph Neural Networks: A Taxonomic Survey
Deep learning methods are achieving ever-increasing performance on many ...
12/31/2020 ∙ by Hao Yuan, et al. ∙
227
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Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning
Scientifically evaluating soccer players represents a challenging Machin...
01/13/2021 ∙ by Paul Garnier, et al. ∙
138
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Meta Learning Backpropagation And Improving It
Many concepts have been proposed for meta learning with neural networks ...
12/29/2020 ∙ by Louis Kirsch, et al. ∙
91
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Deep Learning-based Face Super-resolution: A Survey
Face super-resolution, also known as face hallucination, which is aimed ...
01/11/2021 ∙ by Junjun Jiang, et al. ∙
71
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The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Recent work has demonstrated that increased training dataset diversity i...
12/31/2020 ∙ by Leo Gao, et al. ∙
65
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Persistent Anti-Muslim Bias in Large Language Models
It has been observed that large-scale language models capture undesirabl...
01/14/2021 ∙ by Abubakar Abid, et al. ∙
65
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Towards Fair Deep Anomaly Detection
Anomaly detection aims to find instances that are considered unusual and...
12/29/2020 ∙ by Hongjing Zhang, et al. ∙
64
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Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray
In recent years, the prevalence of several pulmonary diseases, especiall...
12/31/2020 ∙ by Yixuan Sun, et al. ∙
61
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Minimum Viable Model Estimates for Machine Learning Projects
Prioritization of machine learning projects requires estimates of both t...
01/02/2021 ∙ by John Hawkins, et al. ∙
61
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Towards Fully Automated Manga Translation
We tackle the problem of machine translation of manga, Japanese comics. ...
12/28/2020 ∙ by Ryota Hinami, et al. ∙
60
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