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SPACE: Sparse Predictive Attractor via Counterfactual Eviction for Streaming Video Memory
Fixed-capacity streaming video memory requires repeated eviction decisions whose effects accumulate over time. Yet existing policies are evaluated primarily in terms of retained information or downstream accuracy, leaving how repeated updates alter the futures supported by memory largely unexamined.
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