ATD: Augmenting CP Tensor Decomposition by Self Supervision

ATD: Augmenting CP Tensor Decomposition by Self Supervision

15 June 2021

M. P. M. Brandon Westover

Edgar Solomonik

Jimeng Sun

Papers citing "ATD: Augmenting CP Tensor Decomposition by Self Supervision"

8 / 8 papers shown

Title
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 43 0 0 03 May 2025
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping Yamin Li Ange Lou Ziyuan Xu Shengchao Zhang Shiyu Wang Dario J. Englot Soheil Kolouri Daniel Moyer Roza G. Bayrak Catie Chang 38 5 0 07 Oct 2024
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast Man Li Ziyue Li Lijun Sun Fugee Tsung AI4TS 45 1 0 23 Sep 2024
BIOT: Cross-data Biosignal Learning in the Wild Chaoqi Yang M. P. M. Brandon Westover Jimeng Sun 26 9 0 10 May 2023
ManyDG: Many-domain Generalization for Healthcare Applications Chaoqi Yang M. P. M. Brandon Westover Jimeng Sun OOD CML 24 19 0 21 Jan 2023
Self-supervised EEG Representation Learning for Automatic Sleep Staging Chaoqi Yang MSc Cao Xiao PhD M Brandon Westover PhD Jimeng Sun SSL 59 22 0 27 Oct 2021
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition Yao Wang Jiangjun Peng Qian Zhao Deyu Meng Yee Leung Xile Zhao 69 366 0 08 Jul 2017
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 120 1,347 0 06 Jul 2016