"time series classification" Papers

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Conference

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

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
1
citations

CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series

Junxin Lu, Shiliang Sun

ICML 2024poster

Graph-Aware Contrasting for Multivariate Time-Series Classification

Yucheng Wang, Yuecong Xu, Jianfei Yang et al.

AAAI 2024paperarXiv:2309.05202
32
citations

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations

Woojin Cho, Seunghyeon Cho, Hyundong Jin et al.

AAAI 2024paperarXiv:2312.10274

Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings

Jihyeon Seong, Jungmin Kim, Jaesik Choi

AAAI 2024paperarXiv:2403.09749
1
citations