Search Results for author: Jianan Han

Found 2 papers, 1 papers with code

Seeing your sleep stage: cross-modal distillation from EEG to infrared video

1 code implementation11 Aug 2022 Jianan Han, Shaoxing Zhang, Aidong Men, Yang Liu, Ziming Yao, Yan Yan, Qingchao Chen

$S^3VE$ is a large-scale dataset including synchronized infrared video and EEG signal for sleep stage classification, including 105 subjects and 154, 573 video clips that is more than 1100 hours long.

EEG Electroencephalogram (EEG)

Taylor saves for later: disentanglement for video prediction using Taylor representation

no code implementations24 May 2021 Ting Pan, Zhuqing Jiang, Jianan Han, Shiping Wen, Aidong Men, Haiying Wang

We propose a two-branch seq-to-seq deep model to disentangle the Taylor feature and the residual feature in video frames by a novel recurrent prediction module (TaylorCell) and residual module.

Disentanglement Video Prediction

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