| 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 |
| RuleKit: A Comprehensive Suite for Rule-Based Learning | Aug 2, 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 |
| 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 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Fair Regression: Quantitative Definitions and Reduction-based Algorithms | May 30, 2019 | AttributeFairness | CodeCode Available | 1 |
| Benchmarking Regression Methods: A comparison with CGAN | May 30, 2019 | BenchmarkingInductive Learning | CodeCode Available | 1 |
| AI Feynman: a Physics-Inspired Method for Symbolic Regression | May 27, 2019 | regressionSymbolic Regression | CodeCode Available | 1 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 |
| Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression | Apr 16, 2019 | Face Alignmentregression | CodeCode Available | 1 |
| Semantic Graph Convolutional Networks for 3D Human Pose Regression | Apr 6, 2019 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 |
| Improving Model-based Genetic Programming for Symbolic Regression of Small Expressions | Apr 3, 2019 | regressionSymbolic Regression | CodeCode Available | 1 |
| Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression | Feb 25, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 |
| Taking a Deeper Look at the Inverse Compositional Algorithm | Dec 17, 2018 | Motion Estimationregression | CodeCode Available | 1 |
| GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud | Dec 8, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| Boosted Sparse and Low-Rank Tensor Regression | Nov 3, 2018 | regression | CodeCode Available | 1 |
| Fast Context Adaptation via Meta-Learning | Oct 8, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 |
| Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects | Oct 1, 2018 | regressionTime Series | CodeCode Available | 1 |
| Bounding Box Regression with Uncertainty for Accurate Object Detection | Sep 23, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems | Aug 27, 2018 | Multi-Task Learningquantile regression | CodeCode Available | 1 |
| 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 |
| Acquisition of Localization Confidence for Accurate Object Detection | Jul 30, 2018 | General ClassificationObject | CodeCode Available | 1 |
| Fixed Effects and the Generalized Mundlak Estimator | Jul 5, 2018 | regression | CodeCode Available | 1 |
| Learning concise representations for regression by evolving networks of trees | Jul 3, 2018 | Disentanglementregression | CodeCode Available | 1 |
| Unsupervised Training for 3D Morphable Model Regression | Jun 15, 2018 | 3D Face Reconstructionmodel | CodeCode Available | 1 |
| Deep Ordinal Regression Network for Monocular Depth Estimation | Jun 6, 2018 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Hand PointNet: 3D Hand Pose Estimation Using Point Sets | Jun 1, 2018 | 3D Hand Pose EstimationHand Pose Estimation | CodeCode Available | 1 |
| Meta-learning with differentiable closed-form solvers | May 21, 2018 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
