| M3DSSD: Monocular 3D Single Stage Object Detector | Mar 24, 2021 | 3D Object DetectionDepth Estimation | CodeCode Available | 1 |
| Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction | Mar 22, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Boundary-induced and scene-aggregated network for monocular depth prediction | Feb 26, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction | Feb 18, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Ground-aware Monocular 3D Object Detection for Autonomous Driving | Feb 1, 2021 | 3D Object Detection6D Pose Estimation using RGB | CodeCode Available | 1 |
| GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation | Dec 13, 2020 | 3D ReconstructionDepth Estimation | CodeCode Available | 1 |
| NeRD: Neural Reflectance Decomposition from Image Collections | Dec 7, 2020 | Depth PredictionImage Relighting | CodeCode Available | 1 |
| DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion | Dec 3, 2020 | DecoderDepth Estimation | CodeCode Available | 1 |
| SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments | Nov 9, 2020 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Unsupervised Monocular Depth Learning in Dynamic Scenes | Oct 30, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model | Oct 25, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Learning Monocular Dense Depth from Events | Oct 16, 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 |
| Single-Image Depth Prediction Makes Feature Matching Easier | Aug 21, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Single-Image Depth Prediction Makes Feature Matching Easier | Aug 1, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Non-Local Spatial Propagation Network for Depth Completion | Jul 20, 2020 | Depth CompletionDepth Estimation | CodeCode Available | 1 |
| Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias | Jul 8, 2020 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| Targeted Adversarial Perturbations for Monocular Depth Prediction | Jun 12, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Structure-Guided Ranking Loss for Single Image Depth Prediction | Jun 1, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Focus on defocus: bridging the synthetic to real domain gap for depth estimation | May 19, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| 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 |
| DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data | Feb 3, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Understanding Contrastive Representation Learning through Geometry on the Hypersphere | Jan 1, 2020 | Contrastive LearningDepth Estimation | CodeCode Available | 1 |
