eess.SP · 2026-06-05 · No. 14
Signal Processing, 2026-06-05.
1 new papers in eess.SP. Titles, authors,
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01 — The papers
1 entries-
01
LatentWave: JEPA Pretraining for Wireless Foundation Models
Ahmed Mohamed, Ahmed Aboulfotouh, Hatem Abou-Zeid
eess.SP · cs.AI
Wireless foundation models have emerged as a promising alternative to building separate models for each wireless task. However, 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) on diverse wireless spectrograms and channel state information...
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