| Practical Face Reconstruction via Differentiable Ray Tracing | Jan 13, 2021 | 3D geometryAttribute | CodeCode Available | 1 |
| Non-line-of-Sight Imaging via Neural Transient Fields | Jan 2, 2021 | 3D geometryNeRF | CodeCode Available | 1 |
| DECOR-GAN: 3D Shape Detailization by Conditional Refinement | Dec 16, 2020 | 3D geometryGenerative Adversarial Network | CodeCode Available | 1 |
| RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction | Nov 30, 2020 | 3D geometryObject | CodeCode Available | 1 |
| Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces | Nov 26, 2020 | 3D geometryImage Reconstruction | CodeCode Available | 1 |
| Disentangling 3D Prototypical Networks For Few-Shot Concept Learning | Nov 6, 2020 | 3D geometry3D Object Detection | CodeCode Available | 1 |
| Implicit Feature Networks for Texture Completion from Partial 3D Data | Sep 20, 2020 | 3D geometry | CodeCode Available | 1 |
| SMPLpix: Neural Avatars from 3D Human Models | Aug 16, 2020 | 3D geometry | CodeCode Available | 1 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 |
| SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans | Jun 25, 2020 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| Head2Head++: Deep Facial Attributes Re-Targeting | Jun 17, 2020 | 3D geometry | CodeCode Available | 1 |
| SALD: Sign Agnostic Learning with Derivatives | Jun 9, 2020 | 3D geometryregression | CodeCode Available | 1 |
| Parameter-Efficient Person Re-identification in the 3D Space | Jun 8, 2020 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| Novel Object Viewpoint Estimation through Reconstruction Alignment | Jun 5, 2020 | 3D geometryImage-to-Image Translation | CodeCode Available | 1 |
| Deep 3D Portrait from a Single Image | Apr 24, 2020 | 3D geometryFace Model | CodeCode Available | 1 |
| Through the Looking Glass: Neural 3D Reconstruction of Transparent Shapes | Apr 22, 2020 | 3D geometry3D Point Cloud Reconstruction | CodeCode Available | 1 |
| Intuitive, Interactive Beard and Hair Synthesis with Generative Models | Apr 15, 2020 | 3D geometry | CodeCode Available | 1 |
| Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching | Apr 5, 2020 | 3D geometryOptical Flow Estimation | CodeCode Available | 1 |
| Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image | Apr 2, 2020 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry | Mar 2, 2020 | 3D geometryAutonomous Driving | CodeCode Available | 1 |
| Indoor Scene Recognition in 3D | Feb 28, 2020 | 3D geometryMulti-Task Learning | CodeCode Available | 1 |
| BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images | Feb 20, 2020 | 3D geometryObject | CodeCode Available | 1 |
| ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes | Jan 29, 2020 | 3D geometry3D Object Detection | CodeCode Available | 1 |
| DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation | Jan 16, 2019 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| Occupancy Networks: Learning 3D Reconstruction in Function Space | Dec 10, 2018 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
