| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training | Apr 13, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Sparse Regression at Scale: Branch-and-Bound rooted in First-Order Optimization | Apr 13, 2020 | regressionSparse Learning | CodeCode Available | 1 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Dense Regression Network for Video Grounding | Apr 7, 2020 | Natural Language Moment RetrievalNatural Language Queries | CodeCode Available | 1 |
| Deep transformation models: Tackling complex regression problems with neural network based transformation models | Apr 1, 2020 | Deep Learningregression | CodeCode Available | 1 |
| Scalable Variational Gaussian Process Regression Networks | Mar 25, 2020 | regressionVariational Inference | CodeCode Available | 1 |
| Evaluation of Error and Correlation-Based Loss Functions For Multitask Learning Dimensional Speech Emotion Recognition | Mar 24, 2020 | Emotion Recognitionregression | CodeCode Available | 1 |
| BoostTree and BoostForest for Ensemble Learning | Mar 21, 2020 | DiversityEnsemble Learning | CodeCode Available | 1 |
| Revisiting the Sibling Head in Object Detector | Mar 17, 2020 | DisentanglementGeneral Classification | CodeCode Available | 1 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution | Mar 16, 2020 | Image Super-Resolutionregression | CodeCode Available | 1 |
| Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild | Mar 8, 2020 | CPUDomain Generalization | CodeCode Available | 1 |
| Multivariate Boosted Trees and Applications to Forecasting and Control | Mar 8, 2020 | regression | CodeCode Available | 1 |
| Event-Based Angular Velocity Regression with Spiking Networks | Mar 5, 2020 | regression | CodeCode Available | 1 |
| Flexible Bayesian Nonlinear Model Configuration | Mar 5, 2020 | Bayesian Inferencemodel | CodeCode Available | 1 |
| ML4Chem: A Machine Learning Package for Chemistry and Materials Science | Mar 2, 2020 | BIG-bench Machine LearningModel Optimization | CodeCode Available | 1 |
| Memory-Based Graph Networks | Feb 21, 2020 | Graph Classificationregression | CodeCode Available | 1 |
| Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model | Feb 21, 2020 | Marketingregression | CodeCode Available | 1 |
| Forecasting Foreign Exchange Rate: A Multivariate Comparative Analysis between Traditional Econometric, Contemporary Machine Learning & Deep Learning Techniques | Feb 19, 2020 | regressionTime Series | CodeCode Available | 1 |
| Gradient Boosting Neural Networks: GrowNet | Feb 19, 2020 | Learning-To-Rankregression | CodeCode Available | 1 |
| Residual Correlation in Graph Neural Network Regression | Feb 19, 2020 | Graph Neural Networkregression | CodeCode Available | 1 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 |
| Cyclic Boosting -- an explainable supervised machine learning algorithm | Feb 9, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Stochastic tree ensembles for regularized nonlinear regression | Feb 9, 2020 | regression | CodeCode Available | 1 |
