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invariant convolutions (1) offset shift (1) scaling (1) periodicity (1) block-like redundancy (1) conceptual priors (1) pruning (1) self similarity (1) embedding layer (1) group action (1)

Papers

Exploring Representations and Interventions in Time Series Foundation Models ICML 2025 Time Series Representations with Hard-Coded Invariances ICML 2025