| YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud | Aug 7, 2018 | 3D Point Cloud ReconstructionGPU | CodeCode Available | 1 |
| SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds | Aug 6, 2018 | 3D Hand Pose EstimationHand Pose Estimation | —Unverified | 0 |
| Early action prediction by soft regression | Aug 6, 2018 | Early Action PredictionPrediction | —Unverified | 0 |
| Structure Learning for Relational Logistic Regression: An Ensemble Approach | Aug 6, 2018 | regression | —Unverified | 0 |
| Unbiased Implicit Variational Inference | Aug 6, 2018 | regressionVariational Inference | CodeCode Available | 0 |
| Multi-Scale Supervised Network for Human Pose Estimation | Aug 5, 2018 | Activity RecognitionKeypoint Detection | —Unverified | 0 |
| Coverage Error Optimal Confidence Intervals for Local Polynomial Regression | Aug 4, 2018 | regression | CodeCode Available | 0 |
| Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes | Aug 3, 2018 | Conditional Image GenerationDiversity | CodeCode Available | 0 |
| Robust Regression for Automatic Fusion Plasma Analysis based on Generative Modeling | Aug 3, 2018 | regression | —Unverified | 0 |
| Machine Learning of Space-Fractional Differential Equations | Aug 2, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking | Aug 2, 2018 | regressionVariable Selection | CodeCode Available | 0 |
| Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance | Aug 1, 2018 | General ClassificationNatural Language Inference | CodeCode Available | 0 |
| Cross-media User Profiling with Joint Textual and Social User Embedding | Aug 1, 2018 | ClassificationGender Classification | —Unverified | 0 |
| Relation Induction in Word Embeddings Revisited | Aug 1, 2018 | Knowledge Base Completionregression | —Unverified | 0 |
| Assessing Quality Estimation Models for Sentence-Level Prediction | Aug 1, 2018 | Gaussian ProcessesMachine Translation | —Unverified | 0 |
| TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discriminative Tree-Structured Model | Aug 1, 2018 | regression | —Unverified | 0 |
| Just Interpolate: Kernel "Ridgeless" Regression Can Generalize | Aug 1, 2018 | regression | —Unverified | 0 |
| Matrix completion and extrapolation via kernel regression | Aug 1, 2018 | Matrix Completionregression | —Unverified | 0 |
| Deep Belief Networks Based Feature Generation and Regression for Predicting Wind Power | Jul 31, 2018 | Multi-Task LearningPrediction | —Unverified | 0 |
| Lip-Reading Driven Deep Learning Approach for Speech Enhancement | Jul 31, 2018 | Acoustic ModellingDeep Learning | —Unverified | 0 |
| Remote sensing image regression for heterogeneous change detection | Jul 31, 2018 | Change DetectionGaussian Processes | —Unverified | 0 |
| Probability Calibration Trees | Jul 31, 2018 | regression | —Unverified | 0 |
| The impact of imbalanced training data on machine learning for author name disambiguation | Jul 30, 2018 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Acquisition of Localization Confidence for Accurate Object Detection | Jul 30, 2018 | General ClassificationObject | CodeCode Available | 1 |
| Local Linear Forests | Jul 30, 2018 | Causal InferenceHeterogeneous Treatment Effect Estimation | CodeCode Available | 0 |
| Corrected XVA Modelling Framework and Formulae for KVA and MVA | Jul 28, 2018 | regression | —Unverified | 0 |
| PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks | Jul 28, 2018 | Head Pose Estimationregression | CodeCode Available | 0 |
| Structured Point Cloud Data Analysis via Regularized Tensor Regression for Process Modeling and Optimization | Jul 26, 2018 | regression | —Unverified | 0 |
| Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank Models | Jul 26, 2018 | MULTI-VIEW LEARNINGregression | CodeCode Available | 0 |
| Differential Analysis of Directed Networks | Jul 26, 2018 | regression | —Unverified | 0 |
| Where are the Blobs: Counting by Localization with Point Supervision | Jul 25, 2018 | ObjectObject Counting | CodeCode Available | 0 |
| Propensity score estimation using classification and regression trees in the presence of missing covariate data | Jul 25, 2018 | General ClassificationImputation | —Unverified | 0 |
| A Generative-Discriminative Basis Learning Framework to Predict Clinical Severity from Resting State Functional MRI Data | Jul 24, 2018 | Dimensionality Reductionregression | —Unverified | 0 |
| Meta-Learning Priors for Efficient Online Bayesian Regression | Jul 24, 2018 | Meta-Learningregression | CodeCode Available | 0 |
| Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks | Jul 19, 2018 | ClassificationData Augmentation | CodeCode Available | 0 |
| Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from Australia | Jul 19, 2018 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex Optimization | Jul 17, 2018 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors | Jul 15, 2018 | Bayesian InferenceEEG | —Unverified | 0 |
| A Unified Framework for Sparse Relaxed Regularized Regression: SR3 | Jul 14, 2018 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Hydranet: Data Augmentation for Regression Neural Networks | Jul 12, 2018 | Data AugmentationMedical Image Analysis | —Unverified | 0 |
| The Incremental Proximal Method: A Probabilistic Perspective | Jul 12, 2018 | regression | —Unverified | 0 |
| A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation | Jul 11, 2018 | Model-based Reinforcement Learningregression | —Unverified | 0 |
| Proactive Intervention to Downtrend Employee Attrition using Artificial Intelligence Techniques | Jul 11, 2018 | General ClassificationManagement | —Unverified | 0 |
| Dual optimization for convex constrained objectives without the gradient-Lipschitz assumption | Jul 10, 2018 | Computational Efficiencyregression | —Unverified | 0 |
| Scalable Sparse Subspace Clustering via Ordered Weighted _1 Regression | Jul 10, 2018 | Clusteringregression | —Unverified | 0 |
| PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence | Jul 9, 2018 | regressionSemantic correspondence | —Unverified | 0 |
| Jointly learning relevant subgraph patterns and nonlinear models of their indicators | Jul 9, 2018 | Computational chemistryregression | —Unverified | 0 |
| Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning | Jul 9, 2018 | Gaussian Processesregression | —Unverified | 0 |
| A Tutorial on Bayesian Optimization | Jul 8, 2018 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| The modal age of Statistics | Jul 8, 2018 | Clusteringregression | —Unverified | 0 |