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1. GO-OSC GO-OSC Public

   GO-OSC (Geometry-Aware Oscillatory Representation) is a structured representation learning framework for oscillatory time series that models signals using a canonical linear state-space formulation.

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2. Vashista-Sparse-Attention Vashista-Sparse-Attention Public

   Reproducibility notebook for Vashista Sparse Attention : constant-in-context sparse decoding with exponential guarantees.

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