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most citedLess is More: Consistent Video Depth Estimation with Masked Frames Modeling

22 citations · 46 across the 10 of their papers we have counts for

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cs.CV2026

Beyond Visual Ambiguity: Guiding Robust Monocular Depth Estimation in Challenging Scenarios via Detailed Long Captions

Junrui Zhang, Jiaqi Li, Yiran Wang +2

Monocular depth estimation (MDE) faces challenges with non-Lambertian surfaces and adverse weather conditions due to the visual ambiguities inherent in single-image limited informa…