| Early Stopping without a Validation Set | Mar 28, 2017 | regression | —Unverified | 0 |
| Transfer learning for music classification and regression tasks | Mar 27, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multivariate Regression with Gross Errors on Manifold-valued Data | Mar 26, 2017 | regression | —Unverified | 0 |
| Count-ception: Counting by Fully Convolutional Redundant Counting | Mar 25, 2017 | Object Localizationregression | CodeCode Available | 0 |
| Gaussian Processes with Context-Supported Priors for Active Object Localization | Mar 25, 2017 | Active Object LocalizationBayesian Optimization | —Unverified | 0 |
| Deep Direct Regression for Multi-Oriented Scene Text Detection | Mar 24, 2017 | Multi-Oriented Scene Text Detectionobject-detection | —Unverified | 0 |
| Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning | Mar 23, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Scale-invariant biomarker discovery in urine and plasma metabolite fingerprints | Mar 22, 2017 | regression | CodeCode Available | 0 |
| Randomized Kernel Methods for Least-Squares Support Vector Machines | Mar 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression | Mar 22, 2017 | 3D Face ReconstructionFace Alignment | CodeCode Available | 0 |
| Practical Coreset Constructions for Machine Learning | Mar 19, 2017 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks | Mar 17, 2017 | regression | —Unverified | 0 |
| Understanding Traffic Density from Large-Scale Web Camera Data | Mar 17, 2017 | regressionvehicle detection | CodeCode Available | 0 |
| TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals | Mar 17, 2017 | Action LocalizationGPU | CodeCode Available | 0 |
| Estimation and Inference on Nonlinear and Heterogeneous Effects | Mar 16, 2017 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Gaussian process regression for forecasting battery state of health | Mar 16, 2017 | regression | —Unverified | 0 |
| Illuminant Estimation using Ensembles of Multivariate Regression Trees | Mar 15, 2017 | regression | —Unverified | 0 |
| Tuning Free Orthogonal Matching Pursuit | Mar 15, 2017 | Compressive Sensingregression | —Unverified | 0 |
| What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? | Mar 15, 2017 | Deep LearningDepth Estimation | CodeCode Available | 1 |
| Optimization for L1-Norm Error Fitting via Data Aggregation | Mar 15, 2017 | regression | —Unverified | 0 |
| A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS) | Mar 14, 2017 | regression | —Unverified | 0 |
| End-to-End Learning of Geometry and Context for Deep Stereo Regression | Mar 13, 2017 | regressionStereo-LiDAR Fusion | CodeCode Available | 0 |
| Multivariate Gaussian and Student-t Process Regression for Multi-output Prediction | Mar 13, 2017 | GPRPrediction | CodeCode Available | 0 |
| Fuzzy Model Tree For Early Effort Estimation | Mar 11, 2017 | modelregression | —Unverified | 0 |
| From Depth Data to Head Pose Estimation: a Siamese approach | Mar 10, 2017 | Driver Attention MonitoringHead Pose Estimation | —Unverified | 0 |
