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Marcel Santos

2 accepted papers

2026

Sharp Monocular View Synthesis in Less Than a Second

ICLR 2026poster

We present SHARP, an approach to photorealistic view synthesis from a single image. Given a single photograph, SHARP regresses the parameters of a 3D Gaussian representation of the depicted scene. This is done in less than a second on a standard GPU via a single feedforward pass through a neural net…

Cited by 0SourcecodeScholar
2025

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

ICLR 2025poster

We present a foundation model for zero-shot metric monocular depth estimation. Our model, Depth Pro, synthesizes high-resolution depth maps with unparalleled sharpness and high-frequency details. The predictions are metric, with absolute scale, without relying on the availability of metadata such as…