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Estimating Total Correlation with Mutual Information Bounds
Total correlation (TC) is a fundamental concept in information theory to...
11/09/2020 ∙ by Pengyu Cheng, et al. ∙
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MixKD: Towards Efficient Distillation of Large-scale Language Models
Large-scale language models have recently demonstrated impressive empiri...
11/01/2020 ∙ by Kevin J Liang, et al. ∙
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WAFFLe: Weight Anonymized Factorization for Federated Learning
In domains where data are sensitive or private, there is great value in ...
08/13/2020 ∙ by Weituo Hao, et al. ∙
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CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
Mutual information (MI) minimization has gained considerable interests i...
06/22/2020 ∙ by Pengyu Cheng, et al. ∙
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Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training
Learning to navigate in a visual environment following natural-language ...
02/25/2020 ∙ by Weituo Hao, et al. ∙
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Adaptive Power System Emergency Control using Deep Reinforcement Learning
Power system emergency control is generally regarded as the last safety ...
03/09/2019 ∙ by Qiuhua Huang, et al. ∙
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