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12/07/2022
Tree DNN: A Deep Container Network
Multi-Task Learning (MTL) has shown its importance at user products for ...
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03/29/2022
AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping Reinforcement
Designing suitable deep model architectures, for AI-driven on-device app...
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12/16/2019
User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams
One of the key advantages of Inductive Logic Programming systems is the ...
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12/15/2019
One-Shot Induction of Generalized Logical Concepts via Human Guidance
We consider the problem of learning generalized first-order representati...
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05/31/2019
Knowledge-augmented Column Networks: Guiding Deep Learning with Advice
Recently, deep models have had considerable success in several tasks, es...
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04/15/2019
Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice
Recently, deep models have been successfully applied in several applicat...
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04/19/2018