| MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer | Aug 6, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Unsupervised Monocular Depth Estimation with Left-Right Consistency | Sep 13, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Towards real-time unsupervised monocular depth estimation on CPU | Jun 29, 2018 | Autonomous NavigationCPU | CodeCode Available | 1 |
| Unsupervised Monocular Depth Estimation in Highly Complex Environments | Jul 28, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion | Jul 12, 2024 | DecoderDepth Estimation | CodeCode Available | 1 |
| Digging into contrastive learning for robust depth estimation with diffusion models | Apr 15, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes | Mar 8, 2023 | DecoderDepth Estimation | CodeCode Available | 1 |
| SCIPaD: Incorporating Spatial Clues into Unsupervised Pose-Depth Joint Learning | Jul 7, 2024 | Autonomous DrivingCamera Pose Estimation | CodeCode Available | 1 |
| Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation | Jun 1, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning | Mar 20, 2019 | DecoderDepth Estimation | —Unverified | 0 |
| DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation | May 27, 2024 | 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 |
| Deep 3D Pan via Local adaptive "t-shaped" convolutions with global and local adaptive dilations | May 1, 2020 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes | Oct 29, 2023 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation | Jan 20, 2023 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Increased-Range Unsupervised Monocular Depth Estimation | Jun 23, 2020 | Depth EstimationGPU | —Unverified | 0 |
| MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation | Jun 27, 2020 | CPUDepth Estimation | —Unverified | 0 |
| Multi-Frame Self-Supervised Depth Estimation with Multi-Scale Feature Fusion in Dynamic Scenes | Mar 26, 2023 | Depth EstimationKnowledge Distillation | —Unverified | 0 |
| Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network | Oct 22, 2021 | Depth EstimationKnowledge Distillation | —Unverified | 0 |
| Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation | Mar 11, 2019 | Depth EstimationDepth Prediction | —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 |
| Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation | Aug 15, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Toward Better SSIM Loss for Unsupervised Monocular Depth Estimation | Jun 5, 2025 | Depth EstimationForm | —Unverified | 0 |
| Towards Comprehensive Representation Enhancement in Semantics-guided Self-supervised Monocular Depth Estimation | Oct 23, 2022 | Depth EstimationMetric Learning | —Unverified | 0 |
| Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy | Sep 12, 2024 | 3D ReconstructionDepth Estimation | —Unverified | 0 |
