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Contrastive Learning (SimCLR) for Human Activity Recognition

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Bug in the get_windows_dataset_from_user_list_format function during preprocessing

I've observed a bug in this function - if `n_windows = 1` due to a large window size, then np.squeeze will make `user_dataset_windowed[user_id][0]` a number with dimension 0 rather than...

ziyuanzhao2000 avatar ziyuanzhao2000

KL divergency of t-sne in pretraining epochs

Hi, Thank you so much for sharing the excellent work! I'm now also trying to see the effectiveness of SimCLR on HAR data, and want to discuss it with you....

xiqxin1 avatar xiqxin1

Multi-task Self-Supervised Learning for Human Activity Detection

Hello, I noticed that in your paper you mentioned the reproduction of multi-task self-supervised Learning for Human Activity Detection. Could you share the code of this part?

jqwangai avatar jqwangai

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Contrastive Learning (SimCLR) for Human Activity Recognition

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