| A Comprehensive Analysis of Deep Regression | Mar 22, 2018 | Pose Estimationregression | CodeCode Available | 1 |
| Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network | Mar 21, 2018 | 3D Face ReconstructionFace Alignment | CodeCode Available | 1 |
| The Gaussian Process Autoregressive Regression Model (GPAR) | Feb 20, 2018 | Gaussian Processesmodel | CodeCode Available | 1 |
| Tensor Regression Networks with various Low-Rank Tensor Approximations | Dec 27, 2017 | regression | CodeCode Available | 1 |
| Quasi-Oracle Estimation of Heterogeneous Treatment Effects | Dec 13, 2017 | Heterogeneous Treatment Effect Estimationregression | CodeCode Available | 1 |
| Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification | Nov 21, 2017 | General Classificationregression | CodeCode Available | 1 |
| Semantic Line Detection and Its Applications | Oct 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| NiftyNet: a deep-learning platform for medical imaging | Sep 11, 2017 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks | Aug 15, 2017 | regression | CodeCode Available | 1 |
| Unsupervised Body Part Regression via Spatially Self-ordering Convolutional Neural Networks | Jul 12, 2017 | Anomaly Detectionregression | CodeCode Available | 1 |
