Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues

NeurIPSSpotlight2025

Authors: Chinmay Talegaonkar, Nikhil Gandudi Suresh, Zachary Novack, Yash Belhe, Priyanka Nagasamudra, Nicholas Antipa
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Recent monocular metric depth estimation (MMDE) methods have made notable progress towards zero-shot generalization…

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Topics

generalization zero-shot

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