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masked input reconstruction

technology1 mentionslast seen Oct 6, 2026

Approach that can bias representations toward low-level signal details.

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Joint-Embedding Predictive Architecturesupersedesmasked input reconstruction70% confidence1 source

masked input reconstruction

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Joint-Embedding Predictive Architecturesupersedesmasked input reconstruction

70% confidence1 supporting mentions

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preprintarXivOct 3, 2026LatentWave: JEPA Pretraining for Wireless Foundation Models
existing approaches rely on masked input reconstruction, which can bias representations toward low-level signal details. In this paper, we propose LatentWave, a wireless foundation model pretrained using a Joint-Embedding Predictive Architecture (JEPA)