| Learning a Unified Sample Weighting Network for Object Detection | Jun 11, 2020 | General ClassificationObject | CodeCode Available | 1 |
| 3D Human Mesh Regression with Dense Correspondence | Jun 10, 2020 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 1 |
| SALD: Sign Agnostic Learning with Derivatives | Jun 9, 2020 | 3D geometryregression | CodeCode Available | 1 |
| Vocal markers from sustained phonation in Huntington's Disease | Jun 9, 2020 | regression | CodeCode Available | 1 |
| Variational Variance: Simple, Reliable, Calibrated Heteroscedastic Noise Variance Parameterization | Jun 8, 2020 | regression | CodeCode Available | 1 |
| Coresets via Bilevel Optimization for Continual Learning and Streaming | Jun 6, 2020 | Bilevel OptimizationContinual Learning | CodeCode Available | 1 |
| Quadruply Stochastic Gaussian Processes | Jun 4, 2020 | Gaussian Processesregression | CodeCode Available | 1 |
| D2Det: Towards High Quality Object Detection and Instance Segmentation | Jun 1, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment | May 30, 2020 | Age Estimationregression | CodeCode Available | 1 |
| Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data | May 25, 2020 | Prognosisregression | CodeCode Available | 1 |
| Context-aware and Scale-insensitive Temporal Repetition Counting | May 18, 2020 | regression | CodeCode Available | 1 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting | May 12, 2020 | Crowd Countingregression | CodeCode Available | 1 |
| Hierarchical Regression Network for Spectral Reconstruction from RGB Images | May 10, 2020 | Decoderregression | CodeCode Available | 1 |
| Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation | May 7, 2020 | ClusteringGPU | CodeCode Available | 1 |
| Active Preference-Based Gaussian Process Regression for Reward Learning | May 6, 2020 | regression | CodeCode Available | 1 |
| How to Train Your Energy-Based Model for Regression | May 4, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models | May 1, 2020 | Brain Computer Interfaceregression | CodeCode Available | 1 |
| Dynamic Time Lag Regression: Predicting What & When | May 1, 2020 | regression | CodeCode Available | 1 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| PolyLaneNet: Lane Estimation via Deep Polynomial Regression | Apr 23, 2020 | Autonomous DrivingLane Detection | CodeCode Available | 1 |
| Learning a Formula of Interpretability to Learn Interpretable Formulas | Apr 23, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell | Apr 22, 2020 | 3D Human Reconstructionregression | CodeCode Available | 1 |
| Fully Convolutional Online Tracking | Apr 15, 2020 | Real-Time Visual Trackingregression | CodeCode Available | 1 |
| A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding Box | Apr 15, 2020 | regression | CodeCode Available | 1 |
| 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 |
