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spectral disentanglement

2 papers

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Co-occurring keywords · papers mentioning both

complex-valued learning (1) trend decomposition (1) periodic component (1) task adaptation (1) frequency domain (1) zero-shot generalization (1) parameter-efficient fine-tuning (1) time series forecasting (1) continual learning (1)

Papers

FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition AAAI 2026 Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs ACL 2026