Deep Micro-Dictionary Learning and Coding Network
In Deep Micro-Dictionary Learning and Coding Networks fundamental convolutional layers are replaced by novel compound dictionary learning and coding layers.
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In Deep Micro-Dictionary Learning and Coding Networks fundamental convolutional layers are replaced by novel compound dictionary learning and coding layers.
A new loss function for self-supervised representation learning, which is based on the whitening of the latent space features.
The Relational Neural Machines framework is a generakl neuro-symbolic methodology to inject logic knowledge into a machine learner.
A Python library that integrates machine learning with constraint optimization using the AI Domain Definition Language.
Datalog rewriter for defeasible multi-relational Contextualized Knowledge Repositories in OWL RL
Tutorial for the Lyrics framework, which provides a Python library to integrate learning from logic constraints and Deep learning models
The Lyrics framework injects logic knowledge into a learner using Semantic Based Regularization