| D2Det: Towards High Quality Object Detection and Instance Segmentation | Jun 1, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Offset Bin Classification Network for Accurate Object Detection | Jun 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Logistic Regression for Massive Data with Rare Events | Jun 1, 2020 | parameter estimationregression | —Unverified | 0 |
| Regression Enrichment Surfaces: a Simple Analysis Technique for Virtual Drug Screening Models | Jun 1, 2020 | regression | CodeCode Available | 0 |
| Model-Based Reinforcement Learning with Value-Targeted Regression | Jun 1, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment | May 30, 2020 | Age Estimationregression | CodeCode Available | 1 |
| Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression | May 29, 2020 | regression | —Unverified | 0 |
| Robust estimation via generalized quasi-gradients | May 28, 2020 | regression | —Unverified | 0 |
| Hyperbolic Manifold Regression | May 28, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees | May 28, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| A Comparative Study of Machine Learning Models for Tabular Data Through Challenge of Monitoring Parkinson's Disease Progression Using Voice Recordings | May 27, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows | May 27, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding | May 27, 2020 | 3D Object DetectionDepth Estimation | —Unverified | 0 |
| Using Network Interbank Contagion in Bank Default Prediction | May 26, 2020 | Predictionregression | —Unverified | 0 |
| Review of Mathematical frameworks for Fairness in Machine Learning | May 26, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| CRUDE: Calibrating Regression Uncertainty Distributions Empirically | May 26, 2020 | Autonomous VehiclesGeneral Classification | —Unverified | 0 |
| Approximation Schemes for ReLU Regression | May 26, 2020 | regression | —Unverified | 0 |
| Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data | May 25, 2020 | Prognosisregression | CodeCode Available | 1 |
| NENET: An Edge Learnable Network for Link Prediction in Scene Text | May 25, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Longitudinal Deep Kernel Gaussian Process Regression | May 24, 2020 | Gaussian Processesregression | —Unverified | 0 |
| Projection to Fairness in Statistical Learning | May 24, 2020 | FairnessPrediction | —Unverified | 0 |
| Peri-Net-Pro: The neural processes with quantified uncertainty for crack patterns | May 23, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Subgradient Regularized Multivariate Convex Regression at Scale | May 23, 2020 | regression | CodeCode Available | 0 |
| Component-wise Adaptive Trimming For Robust Mixture Regression | May 23, 2020 | Outlier Detectionparameter estimation | —Unverified | 0 |
| A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data | May 22, 2020 | Mixture-of-Expertsregression | —Unverified | 0 |
