| Channel Pruning for Accelerating Very Deep Neural Networks | Jul 19, 2017 | channel selectionregression | CodeCode Available | 0 |
| Non-Asymptotic Uniform Rates of Consistency for k-NN Regression | Jul 19, 2017 | regression | —Unverified | 0 |
| Global optimization for low-dimensional switching linear regression and bounded-error estimation | Jul 18, 2017 | global-optimizationregression | —Unverified | 0 |
| Latent Gaussian Process Regression | Jul 18, 2017 | regression | —Unverified | 0 |
| One-shot Face Recognition by Promoting Underrepresented Classes | Jul 18, 2017 | Face IdentificationFace Recognition | CodeCode Available | 0 |
| Spectral Filter Tracking | Jul 18, 2017 | Graph MatchingObject Tracking | —Unverified | 0 |
| The Devil is in the Decoder: Classification, Regression and GANs | Jul 18, 2017 | Boundary DetectionDecoder | CodeCode Available | 0 |
| Improving Naive Bayes for Regression with Optimised Artificial Surrogate Data | Jul 16, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Predictive Liability Models and Visualizations of High Dimensional Retail Employee Data | Jul 14, 2017 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Large Scale Variable Fidelity Surrogate Modeling | Jul 12, 2017 | regression | —Unverified | 0 |
| Source-Target Inference Models for Spatial Instruction Understanding | Jul 12, 2017 | PositionPosition regression | —Unverified | 0 |
| A Cluster Elastic Net for Multivariate Regression | Jul 12, 2017 | Clusteringregression | —Unverified | 0 |
| P-Tree Programming | Jul 12, 2017 | General ClassificationProgram induction | CodeCode Available | 0 |
| TasselNet: Counting maize tassels in the wild via local counts regression network | Jul 7, 2017 | Plant Phenotypingregression | —Unverified | 0 |
| Exhaustive search for sparse variable selection in linear regression | Jul 7, 2017 | Astronomyregression | —Unverified | 0 |
| Indefinite Kernel Logistic Regression with Concave-inexact-convex Procedure | Jul 6, 2017 | regression | —Unverified | 0 |
| Regression Phalanxes | Jul 3, 2017 | ClusteringDrug Discovery | —Unverified | 0 |
| Recommender System for News Articles using Supervised Learning | Jul 3, 2017 | ArticlesRecommendation Systems | —Unverified | 0 |
| Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks | Jul 3, 2017 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection | Jul 1, 2017 | Face DetectionFacial Landmark Detection | CodeCode Available | 0 |
| LCR-Net: Localization-Classification-Regression for Human Pose | Jul 1, 2017 | 3D Human Pose Estimation3D Multi-Person Pose Estimation (absolute) | —Unverified | 0 |
| Surface Motion Capture Transfer With Gaussian Process Regression | Jul 1, 2017 | regression | —Unverified | 0 |
| Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging | Jul 1, 2017 | Activity Recognitionregression | —Unverified | 0 |
| Low-Rank-Sparse Subspace Representation for Robust Regression | Jul 1, 2017 | regression | —Unverified | 0 |
| Soft-Margin Mixture of Regressions | Jul 1, 2017 | Age EstimationCrowd Counting | —Unverified | 0 |
