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Hashem Pishkar

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#machine learning Preprint Aug 2026

ScoutNeRV: Rapid Encoding of Grid-Based Video INRs via ScoutNet

Implicit neural representations (INRs) have emerged as a promising paradigm for video compression, providing compact neural representations with flexible spatial and temporal reconstruction. Hierarchical grid-based architectures such as HiNeRV achieve strong rate--distortion performance, but require extensive per-video...

Naser Alizada, Farhang Baghban, Hashem Pishkar et al. · 0 citations