| Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network | Feb 3, 2020 | regressionSpeech Enhancement | CodeCode Available | 1 |
| Improving Generalizability of Fake News Detection Methods using Propensity Score Matching | Jan 28, 2020 | Fake News Detectionregression | CodeCode Available | 1 |
| Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning | Jan 25, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| 6D Object Pose Regression via Supervised Learning on Point Clouds | Jan 24, 2020 | Objectregression | CodeCode Available | 1 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 |
| Fairness Measures for Regression via Probabilistic Classification | Jan 16, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| HybridPose: 6D Object Pose Estimation under Hybrid Representations | Jan 7, 2020 | 6D Pose Estimation using RGBObject | CodeCode Available | 1 |
| Regression and Learning with Pixel-wise Attention for Retinal Fundus Glaucoma Segmentation and Detection | Jan 6, 2020 | regression | CodeCode Available | 1 |
| High-Dimensional Granger Causality Tests with an Application to VIX and News | Dec 13, 2019 | regressionTime Series | CodeCode Available | 1 |
| Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients | Dec 10, 2019 | regressionReinforcement Learning | CodeCode Available | 1 |
| Towards Precise End-to-end Weakly Supervised Object Detection Network | Nov 27, 2019 | Multiple Instance Learningobject-detection | CodeCode Available | 1 |
| Fast Learning of Temporal Action Proposal via Dense Boundary Generator | Nov 11, 2019 | General ClassificationOptical Flow Estimation | CodeCode Available | 1 |
| Sparse Orthogonal Variational Inference for Gaussian Processes | Oct 23, 2019 | Gaussian ProcessesMulti-class Classification | CodeCode Available | 1 |
| Deep Evidential Regression | Oct 7, 2019 | regressionUncertainty Quantification | CodeCode Available | 1 |
| Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning | Oct 1, 2019 | continuous-controlContinuous Control | CodeCode Available | 1 |
| PolarMask: Single Shot Instance Segmentation with Polar Representation | Sep 29, 2019 | Distance regressionInstance Segmentation | CodeCode Available | 1 |
| Energy-Based Models for Deep Probabilistic Regression | Sep 26, 2019 | Head Pose Estimationobject-detection | CodeCode Available | 1 |
| Graph Convolutional Networks for Road Networks | Aug 30, 2019 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting | Aug 23, 2019 | regression | CodeCode Available | 1 |
| Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization | Aug 2, 2019 | Medical Image Analysisregression | CodeCode Available | 1 |
| RuleKit: A Comprehensive Suite for Rule-Based Learning | Aug 2, 2019 | regression | CodeCode Available | 1 |
| LassoNet: A Neural Network with Feature Sparsity | Jul 29, 2019 | feature selectionregression | CodeCode Available | 1 |
| Leveraging Knowledge Bases And Parallel Annotations For Music Genre Translation | Jul 18, 2019 | Diversityregression | CodeCode Available | 1 |
| Feature Selection via Mutual Information: New Theoretical Insights | Jul 17, 2019 | feature selectionregression | CodeCode Available | 1 |
| Financial Time Series Data Processing for Machine Learning | Jul 3, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
