Search Results for author: Sizhe Song

Found 2 papers, 2 papers with code

A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis

1 code implementation18 Oct 2023 Shuhan Zhong, Sizhe Song, Weipeng Zhuo, Guanyao Li, Yang Liu, S. -H. Gary Chan

To handle the multi-scale temporal patterns and multivariate dependencies, we propose a novel temporal patching approach to model the time series as multi-scale patches, and employ MLPs to capture intra- and inter-patch variations and channel-wise correlations.

Anomaly Detection Imputation +2

Semi-Supervised Few-Shot Atomic Action Recognition

1 code implementation17 Nov 2020 Xiaoyuan Ni, Sizhe Song, Yu-Wing Tai, Chi-Keung Tang

Despite excellent progress has been made, the performance on action recognition still heavily relies on specific datasets, which are difficult to extend new action classes due to labor-intensive labeling.

Atomic action recognition

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