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Incorporating simulated spatial context information improves the effectiveness of contrastive learning models

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Visual learning often occurs in a specific context, where an agent acquires skills through exploration and tracking of its location in a consistent environment. The historical spatial context of the agent provides a similarity signal for self-supervised contra... ...