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199
research
∙ 01/13/2022

Direct Mutation and Crossover in Genetic Algorithms Applied to Reinforcement Learning Tasks

Neuroevolution has recently been shown to be quite competitive in reinfo...
Tarek Faycal, et al. ∙
458
research
∙ 01/04/2022

Self-supervised Learning from 100 Million Medical Images

Building accurate and robust artificial intelligence systems for medical...
Florin C. Ghesu, et al. ∙
60
research
∙ 01/13/2022

Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders

A central challenge in data-driven model discovery is the presence of hi...
Joseph Bakarji, et al. ∙
74
research
∙ 01/12/2022

Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network

Beam selection for millimeter-wave links in a vehicular scenario is a ch...
Batool Salehi, et al. ∙
46
research
∙ 01/13/2022

Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning

Modern deep learning requires large-scale extensively labelled datasets ...
Peyman Bateni, et al. ∙
34
research
∙ 01/14/2022

A Survey of Pretrained Language Models Based Text Generation

Text Generation aims to produce plausible and readable text in human lan...
Junyi Li, et al. ∙

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