Time-Series Domain Adaptation via Sparse Associative Structure
Alignment: Learning Invariance and Variance

Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance

7 May 2022

Zijian Li

Papers citing "Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance"

6 / 6 papers shown

Title
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 32 0 0 05 Apr 2025
Time Series Domain Adaptation via Latent Invariant Causal Mechanism Ruichu Cai Junxian Huang Zhenhui Yang Zijian Li Emadeldeen Eldele Min Wu Fuchun Sun OOD CML BDL AI4TS 54 0 0 23 Feb 2025
Feature-aligned N-BEATS with Sinkhorn divergence Joon-Young Lee Myeongho Jeon Myung-joo Kang Kyung-soon Park AI4TS 22 0 0 24 May 2023
Domain Adaptation as a Problem of Inference on Graphical Models Kun Zhang Mingming Gong P. Stojanov Biwei Huang Qingsong Liu Clark Glymour OOD 43 64 0 09 Feb 2020
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 207 1,895 0 06 Jun 2016
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009