| HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation | Dec 14, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Unsupervised Monocular Depth Learning in Dynamic Scenes | Oct 30, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation | Oct 3, 2020 | DecoderDepth Estimation | CodeCode Available | 1 |
| The Edge of Depth: Explicit Constraints between Segmentation and Depth | Apr 1, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Towards real-time unsupervised monocular depth estimation on CPU | Jun 29, 2018 | Autonomous NavigationCPU | CodeCode Available | 1 |
| Digging Into Self-Supervised Monocular Depth Estimation | Jun 4, 2018 | Camera Pose EstimationDepth Estimation | CodeCode Available | 1 |
| A General and Adaptive Robust Loss Function | Jan 11, 2017 | ClusteringDepth Estimation | CodeCode Available | 1 |
| Unsupervised Monocular Depth Estimation with Left-Right Consistency | Sep 13, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Toward Better SSIM Loss for Unsupervised Monocular Depth Estimation | Jun 5, 2025 | Depth EstimationForm | —Unverified | 0 |
| Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy | Sep 12, 2024 | 3D ReconstructionDepth Estimation | —Unverified | 0 |
| Unsupervised Monocular Depth Estimation Based on Hierarchical Feature-Guided Diffusion | Jun 14, 2024 | DenoisingDepth Estimation | —Unverified | 0 |
| Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth Estimation | Jun 11, 2024 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 0 |
| DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation | May 27, 2024 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Continual Learning of Unsupervised Monocular Depth from Videos | Nov 4, 2023 | Autonomous DrivingContinual Learning | CodeCode Available | 0 |
| Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes | Oct 29, 2023 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| InfraParis: A multi-modal and multi-task autonomous driving dataset | Sep 27, 2023 | Autonomous DrivingMonocular Depth Estimation | CodeCode Available | 0 |
| Pose Constraints for Consistent Self-supervised Monocular Depth and Ego-motion | Apr 18, 2023 | Camera Pose EstimationDepth Estimation | CodeCode Available | 0 |
| Multi-Frame Self-Supervised Depth Estimation with Multi-Scale Feature Fusion in Dynamic Scenes | Mar 26, 2023 | Depth EstimationKnowledge Distillation | —Unverified | 0 |
| FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation | Jan 20, 2023 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Towards Comprehensive Representation Enhancement in Semantics-guided Self-supervised Monocular Depth Estimation | Oct 23, 2022 | Depth EstimationMetric Learning | —Unverified | 0 |
| Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network | Oct 22, 2021 | Depth EstimationKnowledge Distillation | —Unverified | 0 |
| MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation | Jun 27, 2020 | CPUDepth Estimation | —Unverified | 0 |
| Increased-Range Unsupervised Monocular Depth Estimation | Jun 23, 2020 | Depth EstimationGPU | —Unverified | 0 |
| Deep 3D Pan via Local adaptive "t-shaped" convolutions with global and local adaptive dilations | May 1, 2020 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Deep 3D Pan via adaptive "t-shaped" convolutions with global and local adaptive dilations | Oct 2, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
