On The Power of Curriculum Learning in Training Deep Networks
Curriculum Learning

On The Power of Curriculum Learning in Training Deep Networks

ICML 2019 课程学习在图像识别上的改进。

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2019-2020 Conference about Curriculum Learning
Curriculum Learning

2019-2020 Conference about Curriculum Learning

目前对Curriculum Learning的研究进展

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Curriculum Learning and self-paced learning
Curriculum Learning

Curriculum Learning and self-paced learning

1. Curriculum Learning

Bengio提出了课程学习的概念，来自于人类从易到难的学习过程：将数据看作模型所学习的内容的话，我们自然需要一个合理的课程(curriculum)来指导模型学习这些内容的方式。在课程学习中，数据被按照从易到难的顺序逐渐加入模型的训练集，在这个过程中训练集的熵也在不断提高(包含更多的信息)。

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A3C Actor-Critic Curiosity Curriculum Learning Data Augmentation Dialogue system Latent Variable Memory Network Multi-task Learning NLU Paper overview Reinforcement Learning Self-paced Learning User Simulator Visual Dialog jupyter meta-learning reward word2vec

Recent

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A3C 1
Actor-Critic 1
Curiosity 1
Curriculum Learning 3
Data Augmentation 1
Dialogue system 2
Latent Variable 1
Memory Network 1
Multi-task Learning 2
NLU 1
Paper overview 1
Reinforcement Learning 6
Self-paced Learning 1
User Simulator 1
Visual Dialog 1
jupyter 1
meta-learning 1
reward 1
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