| A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation | May 21, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes | May 5, 2021 | 3D geometryDeep Learning | —Unverified | 0 |
| Deep Multi-View Stereo gone wild | Apr 30, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry | Apr 22, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Depth Completion using Plane-Residual Representation | Apr 15, 2021 | Depth CompletionDepth Estimation | —Unverified | 0 |
| VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction | Apr 13, 2021 | 3D Object DetectionAttribute | CodeCode Available | 1 |
| S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation | Apr 2, 2021 | 3D geometryDepth Estimation | CodeCode Available | 1 |
| LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering | Apr 1, 2021 | 3D Room Layouts From A Single RGB PanoramaDepth Estimation | CodeCode Available | 1 |
| PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting | Apr 1, 2021 | Depth PredictionImage Relighting | —Unverified | 0 |
| A Front-End for Dense Monocular SLAM using a Learned Outlier Mask Prior | Apr 1, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Geometric Unsupervised Domain Adaptation for Semantic Segmentation | Mar 30, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Sparse Auxiliary Networks for Unified Monocular Depth Prediction and Completion | Mar 30, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| Does it work outside this benchmark? Introducing the Rigid Depth Constructor tool, depth validation dataset construction in rigid scenes for the masses | Mar 29, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Bayesian Deep Basis Fitting for Depth Completion with Uncertainty | Mar 29, 2021 | Depth CompletionDepth Estimation | —Unverified | 0 |
| 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 |
| Dilated Fully Convolutional Neural Network for Depth Estimation from a Single Image | Mar 12, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction | Mar 7, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages | Mar 1, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Boundary-induced and scene-aggregated network for monocular depth prediction | Feb 26, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| 3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation | Feb 26, 2021 | Decision MakingDepth Estimation | —Unverified | 0 |
| Progressive Depth Learning for Single Image Dehazing | Feb 21, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Improved Point Transformation Methods For Self-Supervised Depth Prediction | Feb 18, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
