| Partially Supervised Multi-Task Network for Single-View Dietary Assessment | Jul 15, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias | Jul 8, 2020 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| Unsupervised object-centric video generation and decomposition in 3D | Jul 7, 2020 | 3D Object DetectionDepth Estimation | CodeCode Available | 0 |
| Synergistic saliency and depth prediction for RGB-D saliency detection | Jul 3, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Data-Driven Method for Enhanced Corrosion Assessment of Reinforced Concrete Structures | Jul 1, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 |
| MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation | Jun 27, 2020 | CPUDepth Estimation | —Unverified | 0 |
| Targeted Adversarial Perturbations for Monocular Depth Prediction | Jun 12, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation | Jun 8, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 |
| DeepRelativeFusion: Dense Monocular SLAM using Single-Image Relative Depth Prediction | Jun 7, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 |
| SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation | Jun 1, 2020 | DecoderDepth Estimation | —Unverified | 0 |
| Structure-Guided Ranking Loss for Single Image Depth Prediction | Jun 1, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Visual Localization Using Semantic Segmentation and Depth Prediction | May 25, 2020 | ClusteringDepth Estimation | —Unverified | 0 |
| Focus on defocus: bridging the synthetic to real domain gap for depth estimation | May 19, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Deep feature fusion for self-supervised monocular depth prediction | May 16, 2020 | DecoderDepth Estimation | —Unverified | 0 |
| Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction | Apr 22, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Towards Better Generalization: Joint Depth-Pose Learning without PoseNet | Apr 3, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Monocular Depth Prediction through Continuous 3D Loss | Mar 21, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Semantic Object Prediction and Spatial Sound Super-Resolution with Binaural Sounds | Mar 9, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Semantically-Guided Representation Learning for Self-Supervised Monocular Depth | Feb 27, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation | Feb 27, 2020 | ARCDepth Estimation | —Unverified | 0 |
| DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data | Feb 3, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Don't Forget The Past: Recurrent Depth Estimation from Monocular Video | Jan 8, 2020 | Depth CompletionDepth Estimation | —Unverified | 0 |
| Understanding Contrastive Representation Learning through Geometry on the Hypersphere | Jan 1, 2020 | Contrastive LearningDepth Estimation | CodeCode Available | 1 |
| FusionMapping: Learning Depth Prediction with Monocular Images and 2D Laser Scans | Nov 29, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates | Nov 21, 2019 | 3D Human Pose EstimationDepth Estimation | CodeCode Available | 0 |
| Unsupervised Monocular Depth Prediction for Indoor Continuous Video Streams | Nov 20, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| On the Benefit of Adversarial Training for Monocular Depth Estimation | Oct 29, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Self-Supervised Monocular Depth Hints | Sep 19, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks | Sep 17, 2019 | Data AugmentationDepth Estimation | CodeCode Available | 0 |
| Task-Aware Monocular Depth Estimation for 3D Object Detection | Sep 17, 2019 | 3D Object Detection3D Object Recognition | CodeCode Available | 0 |
| Temporally Consistent Depth Prediction with Flow-Guided Memory Units | Sep 16, 2019 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| 3D Ken Burns Effect from a Single Image | Sep 12, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Unsupervised Domain Adaptation for Depth Prediction from Images | Sep 9, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Robust Full-FoV Depth Estimation in Tele-wide Camera System | Sep 8, 2019 | DecoderDepth Estimation | —Unverified | 0 |
| Improving Self-Supervised Single View Depth Estimation by Masking Occlusion | Aug 29, 2019 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 |
| Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning | Aug 18, 2019 | 3D Pose EstimationDepth Estimation | —Unverified | 0 |
| Enforcing geometric constraints of virtual normal for depth prediction | Jul 29, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification | Jul 25, 2019 | Autonomous VehiclesClassification | CodeCode Available | 0 |
| From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation | Jul 24, 2019 | DecoderDepth Estimation | CodeCode Available | 1 |
| Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information | Jul 16, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach | Jul 16, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Structure-Aware Residual Pyramid Network for Monocular Depth Estimation | Jul 13, 2019 | DecoderDepth Estimation | CodeCode Available | 0 |
| SLAM Endoscopy enhanced by adversarial depth prediction | Jun 29, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Hard Pixel Mining for Depth Privileged Semantic Segmentation | Jun 27, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach | Jun 1, 2019 | Autonomous DrivingDepth Completion | CodeCode Available | 0 |
| Connecting the Dots: Learning Representations for Active Monocular Depth Estimation | Jun 1, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation | May 21, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Semi-Supervised Monocular Depth Estimation with Left-Right Consistency Using Deep Neural Network | May 18, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency | May 7, 2019 | 3D geometryDepth Estimation | CodeCode Available | 0 |
| TriDepth: Triangular Patch-based Deep Depth Prediction | May 3, 2019 | 3D Scene ReconstructionDepth Estimation | —Unverified | 0 |