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Unsupervised Monocular Depth Estimation

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TitleStatusHype
Toward Better SSIM Loss for Unsupervised Monocular Depth Estimation—0
Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy—0
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic FusionCode1
SCIPaD: Incorporating Spatial Clues into Unsupervised Pose-Depth Joint LearningCode1
Unsupervised Monocular Depth Estimation Based on Hierarchical Feature-Guided Diffusion—0
Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth EstimationCode0
DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation—0
SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth EstimationCode2
Digging into contrastive learning for robust depth estimation with diffusion modelsCode1
Deeper into Self-Supervised Monocular Indoor Depth EstimationCode1
MonoProb: Self-Supervised Monocular Depth Estimation with Interpretable UncertaintyCode1
Continual Learning of Unsupervised Monocular Depth from VideosCode0
Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes—0
EC-Depth: Exploring the consistency of self-supervised monocular depth estimation in challenging scenesCode1
WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather ConditionsCode1
InfraParis: A multi-modal and multi-task autonomous driving datasetCode0
DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost VolumeCode1
Self-Supervised Monocular Depth Estimation by Direction-aware Cumulative Convolution NetworkCode1
Self-supervised Monocular Depth Estimation: Let's Talk About The WeatherCode1
Pose Constraints for Consistent Self-supervised Monocular Depth and Ego-motionCode0
Multi-Frame Self-Supervised Depth Estimation with Multi-Scale Feature Fusion in Dynamic Scenes—0
RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic ScenesCode1
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation—0
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth EstimationCode2
SC-DepthV3: Robust Self-supervised Monocular Depth Estimation for Dynamic ScenesCode2
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