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State Propagation Also Satisfies: A Complex-Valued State-Space Model for Deterministic State Tracking
Despite the dominance of massive language models, leading paradigms like Transformers and Mamba fundamentally falter at continuous deterministic state tracking, suffering from catastrophic out-of-distribution (OOD) collapse when generalizing to extended sequences. To shatter this bottleneck, we pres
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