conftrace_

time series representation learning

4 papers

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Co-occurring keywords · papers mentioning both

self-supervised learning (3) contrastive learning (3) time series representation (2) unsupervised learning (2) neural controlled differential equation (1) large language model (1) multi-agent system (1) temporal contrasting (1) contextual contrasting (1) interactive convolution block (1)

Papers

MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning ACL 2025 An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024 TSLANet: Rethinking Transformers for Time Series Representation Learning ICML 2024 Time-Series Representation Learning via Temporal and Contextual Contrasting IJCAI 2021