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Mehmet Kerim Yucel, Valia Dimaridou, Anastasios Drosou, Albert Saa-Garriga, ”Real-time monocular depth estimation with sparse supervision on mobile”, in Proceedings of the IEEE/CVF Conference on Computer Vision, Pattern Recognition · 2021

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cs.CV 1

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2025 1

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Rethinking Encoder-Decoder Flow Through Shared Structures

cs.CV · 2025-01-24 · conditional · novelty 5.0

Shared feature and sampling banks fed to every decoder block improve monocular depth estimation accuracy slightly for ViT and RepViT encoders at under 1% parameter overhead for ViTs.

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  • Rethinking Encoder-Decoder Flow Through Shared Structures cs.CV · 2025-01-24 · conditional · none · ref 31

    Shared feature and sampling banks fed to every decoder block improve monocular depth estimation accuracy slightly for ViT and RepViT encoders at under 1% parameter overhead for ViTs.