no code implementations • 14 Dec 2023 • Renjie Wu, Hu Wang, Feras Dayoub, Hsiang-Ting Chen
The model consists of a vision teacher utilising panoramic information, an auditory teacher with 8-channel audio, and an audio-visual student that takes views with limited FoV and binaural audio as input and produce semantic segmentation for objects outside FoV.
no code implementations • 9 Dec 2022 • Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei zhang, Eamonn Keogh
PRCIS is a distance measure for long time series, which exploits recent progress in our ability to summarize time series with dictionaries.
no code implementations • 23 Feb 2021 • Renjie Wu, Audrey Der, Eamonn J. Keogh
This problem generalizes classic time series classification to ask if we can classify a time series subsequence with sufficient accuracy and confidence after seeing only some prefix of a target pattern.
no code implementations • 19 Dec 2020 • Huixiang Huang, Renjie Wu, Jingbiao Huang, Jucai Lin, Jun Yin
Generative adversarial network (GAN) still exists some problems in dealing with speech enhancement (SE) task.
no code implementations • 29 Sep 2020 • Renjie Wu, Eamonn J. Keogh
Time series anomaly detection has been a perennially important topic in data science, with papers dating back to the 1950s.
1 code implementation • 25 Mar 2020 • Renjie Wu, Eamonn J. Keogh
For over two decades it has been known that the Dynamic Time Warping (DTW) distance measure is the best measure to use for most tasks, in most domains.