"time series classification" Papers
8 papers found
Conference
Functional Virtual Adversarial Training for Semi-Supervised Time Series Classification
Qingyi Pan, Yicheng Li
NEURIPS 2025oral
Learning under Temporal Label Noise
Sujay Nagaraj, Walter Gerych, Sana Tonekaboni et al.
ICLR 2025oralarXiv:2402.04398
2
citations
MIX: A Multi-view Time-Frequency Interactive Explanation Framework for Time Series Classification
Viet-Hung Tran, Ngoc Phu Doan, Zichi Zhang et al.
NEURIPS 2025
PPT: Patch Order Do Matters In Time Series Pretext Task
Jaeho Kim, Kwangryeol Park, Sukmin Yun et al.
ICLR 2025
CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series
Junxin Lu, Shiliang Sun
ICML 2024
Graph-Aware Contrasting for Multivariate Time-Series Classification
Yucheng Wang, Yuecong Xu, Jianfei Yang et al.
AAAI 2024paperarXiv:2309.05202
33
citations
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
Woojin Cho, Seunghyeon Cho, Hyundong Jin et al.
AAAI 2024paperarXiv:2312.10274
3
citations
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings
Jihyeon Seong, Jungmin Kim, Jaesik Choi
AAAI 2024paperarXiv:2403.09749
1
citations