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2026 1

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Low-Cost Neural Radiance Fields

cs.CV · 2026-05-10 · unverdicted · novelty 2.0

Comparative study of DS-NeRF, TensoRF, and HashNeRF with depth-supervision and architectural variants finds no conclusive outperformance under equal training time but identifies which design choices transfer to low-data, low-compute regimes.

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  • Low-Cost Neural Radiance Fields cs.CV · 2026-05-10 · unverdicted · none · ref 7

    Comparative study of DS-NeRF, TensoRF, and HashNeRF with depth-supervision and architectural variants finds no conclusive outperformance under equal training time but identifies which design choices transfer to low-data, low-compute regimes.