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Yunji Liang

2 accepted papers

2025

DiffSQL: Leveraging Diffusion Model for Zero-Shot Self-Supervised Monocular Depth Estimation

IJCAI 2025

Self-supervised monocular depth estimation has attracted significant attention due to its broad applications in autonomous driving and robotics. Although significant performance improvements have been achieved by learning the relative distance of objects with the introduction of Self Query Layer (SQ

Cited by 0SourcePDFScholar
2024

SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation

AAAI 2024technical

Recently, self-supervised monocular depth estimation has gained popularity with numerous applications in autonomous driving and robotics. However, existing solutions primarily seek to estimate depth from immediate visual features, and struggle to recover fine-grained scene details. In this paper, we…