| Pano Popups: Indoor 3D Reconstruction with a Plane-Aware Network | Jul 1, 2019 | 3D ReconstructionDepth Estimation | —Unverified | 0 |
| Scaling and Benchmarking Self-Supervised Visual Representation Learning | May 3, 2019 | Benchmarkingobject-detection | CodeCode Available | 0 |
| Deep Iterative Surface Normal Estimation | Apr 15, 2019 | Deep LearningSurface Normal Estimation | CodeCode Available | 0 |
| Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres | Apr 10, 2019 | 3D Rotation Estimationregression | CodeCode Available | 0 |
| Deep Surface Normal Estimation with Hierarchical RGB-D Fusion | Apr 6, 2019 | Scene UnderstandingSurface Normal Estimation | CodeCode Available | 0 |
| FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image | Mar 29, 2019 | 3D geometrySurface Normal Estimation | CodeCode Available | 0 |
| Self-supervised Learning for Single View Depth and Surface Normal Estimation | Mar 1, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection | Dec 1, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation | Jun 1, 2018 | Depth EstimationSurface Normal Estimation | CodeCode Available | 1 |
| Pixel-wise Attentional Gating for Parsimonious Pixel Labeling | May 3, 2018 | Boundary DetectionSemantic Segmentation | CodeCode Available | 1 |
| Maintaining Natural Image Statistics with the Contextual Loss | Mar 13, 2018 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 0 |
| Generic 3D Representation via Pose Estimation and Matching | Oct 23, 2017 | Camera Pose EstimationObject | CodeCode Available | 0 |
| Transitive Invariance for Self-supervised Visual Representation Learning | Aug 9, 2017 | Multi-Task Learningobject-detection | —Unverified | 0 |
| PixelNet: Representation of the pixels, by the pixels, and for the pixels | Feb 21, 2017 | DiversityEdge Detection | CodeCode Available | 0 |
| Pano2CAD: Room Layout From A Single Panorama Image | Sep 29, 2016 | 2D Object DetectionBayesian Inference | —Unverified | 0 |
| PixelNet: Towards a General Pixel-level Architecture | Sep 21, 2016 | DiversityEdge Detection | —Unverified | 0 |
| Fine-scale Surface Normal Estimation using a Single NIR Image | Mar 24, 2016 | Generative Adversarial NetworkSurface Normal Estimation | —Unverified | 0 |
| Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs | Jun 1, 2015 | regressionSurface Normal Estimation | —Unverified | 0 |
| Unsupervised Learning of Visual Representations using Videos | May 4, 2015 | Surface Normal EstimationTriplet | —Unverified | 0 |
| Designing Deep Networks for Surface Normal Estimation | Nov 18, 2014 | Scene UnderstandingSurface Normal Estimation | —Unverified | 0 |
| Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture | Nov 18, 2014 | Depth EstimationDepth Prediction | CodeCode Available | 0 |