| Towards Comprehensive Representation Enhancement in Semantics-guided Self-supervised Monocular Depth Estimation | Oct 23, 2022 | Depth EstimationMetric Learning | —Unverified | 0 |
| Frequency-Aware Self-Supervised Monocular Depth Estimation | Oct 11, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem | Oct 2, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer | Aug 6, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| TransDSSL: Transformer based Depth Estimation via Self-Supervised Learning | Aug 5, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics | Jul 11, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 2 |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps | Jun 8, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth | Mar 29, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network | Oct 22, 2021 | Depth EstimationKnowledge Distillation | —Unverified | 0 |
| Self-Supervised Monocular Depth Estimation with Internal Feature Fusion | Oct 18, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Unsupervised Monocular Depth Estimation in Highly Complex Environments | Jul 28, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth | Apr 29, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency | Feb 4, 2021 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 |
| 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 |
| 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 |
| The Edge of Depth: Explicit Constraints between Segmentation and Depth | Apr 1, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Deep 3D Pan via adaptive "t-shaped" convolutions with global and local adaptive dilations | Oct 2, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation | Aug 15, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera | Jul 12, 2019 | Monocular Depth EstimationOptical Flow Estimation | —Unverified | 0 |
| Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation | Jun 1, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras | Apr 10, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
