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05/24/2021
CONECT4: Desarrollo de componentes basados en Realidad Mixta, Realidad Virtual Y Conocimiento Experto para generación de entornos de aprendizaje Hombre-Máquina
This work presents the results of project CONECT4, which addresses the r...
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02/17/2021
Evolving GAN Formulations for Higher Quality Image Synthesis
Generative Adversarial Networks (GANs) have extended deep learning to co...
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10/02/2020
Effective Regularization Through Loss-Function Metalearning
Loss-function metalearning can be used to discover novel, customized los...
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02/13/2020
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription
There is now significant historical data available on decision making in...
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02/11/2020
Population-Based Training for Loss Function Optimization
Metalearning of deep neural network (DNN) architectures and hyperparamet...
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01/31/2020
Evolving Loss Functions With Multivariate Taylor Polynomial Parameterizations
Loss function optimization for neural networks has recently emerged as a...
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05/27/2019