| RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes | Mar 8, 2023 | DecoderDepth Estimation | CodeCode Available | 1 | 5 |
| SCIPaD: Incorporating Spatial Clues into Unsupervised Pose-Depth Joint Learning | Jul 7, 2024 | Autonomous DrivingCamera Pose Estimation | CodeCode Available | 1 | 5 |
| Digging Into Self-Supervised Monocular Depth Estimation | Jun 4, 2018 | Camera Pose EstimationDepth Estimation | CodeCode Available | 1 | 5 |
| Self-Supervised Monocular Depth Estimation with Internal Feature Fusion | Oct 18, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Self-supervised Monocular Depth Estimation: Let's Talk About The Weather | Jul 17, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency | Feb 4, 2021 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Deeper into Self-Supervised Monocular Indoor Depth Estimation | Dec 3, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| MonoProb: Self-Supervised Monocular Depth Estimation with Interpretable Uncertainty | Nov 10, 2023 | Autonomous VehiclesDecision Making | CodeCode Available | 1 | 5 |
| Continual Learning of Unsupervised Monocular Depth from Videos | Nov 4, 2023 | Autonomous DrivingContinual Learning | CodeCode Available | 0 | 5 |
| InfraParis: A multi-modal and multi-task autonomous driving dataset | Sep 27, 2023 | Autonomous DrivingMonocular Depth Estimation | CodeCode Available | 0 | 5 |
| Learning monocular depth estimation with unsupervised trinocular assumptions | Aug 5, 2018 | Depth EstimationImage Reconstruction | CodeCode Available | 0 | 5 |
| Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras | Apr 10, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 | 5 |
| Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth Estimation | Jun 11, 2024 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 0 | 5 |
| Pose Constraints for Consistent Self-supervised Monocular Depth and Ego-motion | Apr 18, 2023 | Camera Pose EstimationDepth Estimation | CodeCode Available | 0 | 5 |
| Dual CNN Models for Unsupervised Monocular Depth Estimation | Apr 16, 2018 | Depth EstimationImage Reconstruction | CodeCode Available | 0 | 5 |
| Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos | Nov 15, 2018 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 | 5 |
| Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation | Jun 1, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 | 0 |
| A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning | Mar 20, 2019 | DecoderDepth Estimation | —Unverified | 0 | 0 |
| DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation | May 27, 2024 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 | 0 |
| Deep 3D Pan via adaptive "t-shaped" convolutions with global and local adaptive dilations | Oct 2, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 | 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 | 0 |
| Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes | Oct 29, 2023 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 | 0 |
| FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation | Jan 20, 2023 | Depth EstimationImage Reconstruction | —Unverified | 0 | 0 |
| Increased-Range Unsupervised Monocular Depth Estimation | Jun 23, 2020 | Depth EstimationGPU | —Unverified | 0 | 0 |
| MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation | Jun 27, 2020 | CPUDepth Estimation | —Unverified | 0 | 0 |
