| 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 |
| Rgtsvm: Support Vector Machines on a GPU in R | Jun 17, 2017 | General ClassificationGPU | CodeCode Available | 1 |
| One-step and Two-step Classification for Abusive Language Detection on Twitter | Jun 5, 2017 | Abuse DetectionAbusive Language | CodeCode Available | 1 |
| Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics | May 19, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| TALL: Temporal Activity Localization via Language Query | May 5, 2017 | Natural Language Queriesregression | CodeCode Available | 1 |
| Decision Stream: Cultivating Deep Decision Trees | Apr 25, 2017 | Classificationfeature selection | CodeCode Available | 1 |
| What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? | Mar 15, 2017 | Deep LearningDepth Estimation | CodeCode Available | 1 |
| Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks | Mar 9, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 1 |
| Tensor-on-tensor regression | Jan 4, 2017 | regression | CodeCode Available | 1 |
| Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles | Dec 5, 2016 | Image Classificationregression | CodeCode Available | 1 |
| SQuAD: 100,000+ Questions for Machine Comprehension of Text | Jun 16, 2016 | ArticlesQuestion Answering | CodeCode Available | 1 |
| Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment | Jun 1, 2016 | Face AlignmentHead Pose Estimation | CodeCode Available | 1 |
| Neural Random Forests | Apr 25, 2016 | regression | CodeCode Available | 1 |
| ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R | Aug 18, 2015 | General Classificationregression | CodeCode Available | 1 |
| Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning | Jun 6, 2015 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Weight Uncertainty in Neural Networks | May 20, 2015 | Bayesian InferenceGeneral Classification | CodeCode Available | 1 |
