| Deep Component Analysis via Alternating Direction Neural Networks | Mar 16, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction | Mar 11, 2018 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 |
| Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation | Feb 27, 2018 | 3D Object Reconstruction3D Object Super-Resolution | CodeCode Available | 0 |
| Convolutional neural network-based regression for depth prediction in digital holography | Feb 2, 2018 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Monocular 3D Human Pose Estimation by Predicting Depth on Joints | Oct 1, 2017 | 3D Human Pose EstimationDepth Estimation | —Unverified | 0 |
| Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image | Sep 21, 2017 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Multi-task Self-Supervised Visual Learning | Aug 25, 2017 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Sparsity Invariant CNNs | Aug 22, 2017 | Depth CompletionDepth Estimation | CodeCode Available | 0 |
| The Devil is in the Decoder: Classification, Regression and GANs | Jul 18, 2017 | Boundary DetectionDecoder | CodeCode Available | 0 |
| Self-Supervised Siamese Learning on Stereo Image Pairs for Depth Estimation in Robotic Surgery | May 17, 2017 | Depth EstimationDepth Prediction | —Unverified | 0 |
| CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction | Apr 11, 2017 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic Segmentation | Feb 26, 2017 | Depth EstimationDepth Prediction | —Unverified | 0 |
| CAD2RL: Real Single-Image Flight without a Single Real Image | Nov 13, 2016 | 3D geometryCollision Avoidance | CodeCode Available | 0 |
| Learning to Navigate in Complex Environments | Nov 11, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Geometry-Based Next Frame Prediction from Monocular Video | Sep 20, 2016 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Unsupervised Monocular Depth Estimation with Left-Right Consistency | Sep 13, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Deeper Depth Prediction with Fully Convolutional Residual Networks | Jun 1, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields | Mar 21, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Structured Depth Prediction in Challenging Monocular Video Sequences | Nov 19, 2015 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Towards Unified Depth and Semantic Prediction From a Single Image | Jun 1, 2015 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Vision and Learning for Deliberative Monocular Cluttered Flight | Nov 24, 2014 | Depth EstimationDepth Prediction | —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 |
