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01/04/2023
On Sequential Bayesian Inference for Continual Learning
Sequential Bayesian inference can be used for continual learning to prev...
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11/29/2022
The Surprising Effectiveness of Latent World Models for Continual Reinforcement Learning
We study the use of model-based reinforcement learning methods, in parti...
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03/21/2022
Follow the Leader: Technical and Inspirational Leadership in Open Source Software
We conduct the first comprehensive study of the behavioral factors which...
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02/07/2022
Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition
Self-supervised learning (SSL) is a powerful tool that allows learning o...
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07/26/2021
Continual-wav2vec2: an Application of Continual Learning for Self-Supervised Automatic Speech Recognition
We present a method for continual learning of speech representations for...
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06/05/2021
Same State, Different Task: Continual Reinforcement Learning without Interference
Continual Learning (CL) considers the problem of training an agent seque...
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12/04/2019